{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import sigmf\n",
    "import scipy\n",
    "import matplotlib.pyplot as plt\n",
    "from py3gpp import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "handle = sigmf.sigmffile.fromfile('30720KSPS_dl_signal.sigmf-data')\n",
    "f = 1\n",
    "mu = 0\n",
    "apply_fine_CFO = 0\n",
    "\n",
    "waveform = handle.read_samples()\n",
    "waveform /= max(waveform.real.max(), waveform.imag.max()) # scale max amplitude to 1\n",
    "fs = handle.get_global_field(sigmf.SigMFFile.SAMPLE_RATE_KEY)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "detected NID2 is 2 at pos 48432\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "carrier = nrCarrierConfig(NSizeGrid = 106, SubcarrierSpacing = 15 * 2**mu)\n",
    "info = nrOFDMInfo(carrier)\n",
    "Nfft = info['Nfft']\n",
    "\n",
    "peak_value = np.zeros(3)\n",
    "peak_index = np.zeros(3, 'int')\n",
    "pssIndices = np.arange((635-63), (635+64))\n",
    "fig, axs = plt.subplots(3, 1, facecolor='w', sharex=True, sharey=True)\n",
    "for current_NID2 in np.arange(3, dtype='int'):\n",
    "    slotGrid = nrResourceGrid(carrier)\n",
    "    slotGrid = slotGrid[:, 0]\n",
    "    slotGrid[pssIndices] = nrPSS(current_NID2)\n",
    "    [refWaveform, info] = nrOFDMModulate(carrier, slotGrid, SampleRate = fs)\n",
    "    refWaveform = refWaveform[info['CyclicPrefixLengths'][0]:]; # remove CP\n",
    "\n",
    "    temp = scipy.signal.correlate(waveform[:int(2e-3 * fs)], refWaveform, 'valid')  # correlate over 2 ms\n",
    "    peak_index[current_NID2] = np.argmax(np.abs(temp))\n",
    "    peak_value[current_NID2] = np.abs(temp[peak_index[current_NID2]])\n",
    "    t_corr = np.arange(temp.shape[0])/fs*1e3\n",
    "    axs[current_NID2].plot(t_corr, np.abs(temp))\n",
    "detected_NID2 = np.argmax(peak_value)\n",
    "print(f'detected NID2 is {detected_NID2} at pos {peak_index[detected_NID2]}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "detected NID2 is 2\n",
      "max correlation is 706292.0482243871 at 824\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAk0AAAGdCAYAAAAPLEfqAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/P9b71AAAACXBIWXMAAA9hAAAPYQGoP6dpAACYHElEQVR4nOzdd3hT1RsH8G+SNt2D7t1SoIwCBcoqe5Ql4AAVFRXcCOoPUFAcoDhwiyKCg41sFWSVvUoXbWnppnvvkXRl398faW5zm7RNsVio7+d5+jxNcnJzsu5973vec8JjGIYBIYQQQghpE7+rO0AIIYQQcj+goIkQQgghxAAUNBFCCCGEGICCJkIIIYQQA1DQRAghhBBiAAqaCCGEEEIMQEETIYQQQogBKGgihBBCCDGAUVd34F6mUqlQVFQEKysr8Hi8ru4OIYQQQgzAMAxqa2vh5uYGPr/z8kMUNLWhqKgInp6eXd0NQgghhNyB/Px8eHh4dNr2KGhqg5WVFQD1i25tbd3FvSGEEEKIIcRiMTw9PdnjeGehoKkNmiE5a2trCpoIIYSQ+0xnl9ZQITghhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMUCHgqYPP/wQPB6P89evXz/2dolEgmXLlsHe3h6WlpaYP38+SktLOdvIy8vD7NmzYW5uDicnJ6xatQoKhYLT5vLlyxg2bBhMTEzQu3dv7Ny5U6cvmzdvho+PD0xNTTFq1ChERUVxbjekL4QQQgghhupwpsnf3x/FxcXsX2hoKHvbihUrcPz4cRw+fBhXrlxBUVER5s2bx96uVCoxe/ZsyGQyhIWFYdeuXdi5cyfWrl3LtsnOzsbs2bMxefJkxMXFYfny5XjxxRdx5swZts3BgwexcuVKrFu3DrGxsQgICMCMGTNQVlZmcF8IIYQQQjqE6YB169YxAQEBem+rqalhjI2NmcOHD7PXpaSkMACY8PBwhmEY5tSpUwyfz2dKSkrYNlu2bGGsra0ZqVTKMAzDrF69mvH39+dse8GCBcyMGTPYyyNHjmSWLVvGXlYqlYybmxuzYcMGg/tiCJFIxABgRCKRwfchhBBCSNe6W8fvDmea0tPT4ebmBl9fXyxcuBB5eXkAgJiYGMjlcgQHB7Nt+/XrBy8vL4SHhwMAwsPDMWjQIDg7O7NtZsyYAbFYjKSkJLaN9jY0bTTbkMlkiImJ4bTh8/kIDg5m2xjSF32kUinEYjHnjxBCCCEE6ODw3KhRo7Bz506EhIRgy5YtyM7Oxvjx41FbW4uSkhIIhULY2tpy7uPs7IySkhIAQElJCSdg0tyuua2tNmKxGI2NjaioqIBSqdTbRnsb7fVFnw0bNsDGxob98/T0NOyFIYQQQki3Z9SRxrNmzWL/Hzx4MEaNGgVvb28cOnQIZmZmnd65f9uaNWuwcuVK9rJYLKbAiRBCCCEA/uGSA7a2tvDz80NGRgZcXFwgk8lQU1PDaVNaWgoXFxcAgIuLi84MNs3l9tpYW1vDzMwMDg4OEAgEettob6O9vuhjYmICa2trzh8hhBBCCPAPg6a6ujpkZmbC1dUVgYGBMDY2xoULF9jb09LSkJeXh6CgIABAUFAQEhISOLPczp07B2trawwYMIBto70NTRvNNoRCIQIDAzltVCoVLly4wLYxpC+EEEIIIR3SkarxN998k7l8+TKTnZ3NXL9+nQkODmYcHByYsrIyhmEYZsmSJYyXlxdz8eJFJjo6mgkKCmKCgoLY+ysUCmbgwIHM9OnTmbi4OCYkJIRxdHRk1qxZw7bJyspizM3NmVWrVjEpKSnM5s2bGYFAwISEhLBtDhw4wJiYmDA7d+5kkpOTmZdffpmxtbXlzMprry+GoNlzhBBCyP3nbh2/OxQ0LViwgHF1dWWEQiHj7u7OLFiwgMnIyGBvb2xsZJYuXcr06NGDMTc3Zx555BGmuLiYs42cnBxm1qxZjJmZGePg4MC8+eabjFwu57S5dOkSM2TIEEYoFDK+vr7Mjh07dPqyadMmxsvLixEKhczIkSOZiIgIzu2G9KU9FDQRQggh95+7dfzmMQzDdG2u694lFothY2MDkUhE9U2EEELIfeJuHb/pt+cIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQkgXqJXIcS65FFKFsqu7QgxEQRMhhBDSBV7ffxMv7Y7G12fSurorxEAUNBFCyD2OYRhsupCOM0klXd0V0okup5UDAHaH53ZxT4ihKGgihJB73LX0Cnxz7jZe2RPT1V0hd4GKYTp1e/lVDVAoVZ26TaJGQRMhhNzjcirr2f9Vqs49wN4LVCoGynv4eYUkliAksVjn+rCMCr3X51TUY/gn5/BlSKpB2+/Mp345rQzjv7yEd/5MMKi9RK5ERZ208zrQzVHQRAgh97hGWXOhcK1E0YU9UQ8VLvs9Fi/vjgZjQIZEplDhVEIx6qT6+61SMXho83XM2RR6TwZOjTIlluyNwZK9sZzgQqVi8NRvkViyNxapJWK2rUrF4O0/bqGiToafLmca9Bid+bx/vJgBADgSU2BQ+wW/RGD4J+dRKpZ0Wh+6MwqaCCHkHldZL2P/r26QtdHy7quok+FkQjHOJpeioLqx3fZLf4/B0t9j8cvVLL23F9Y0IqFQhJRiMUraOHCrVAxO3ipGsaj9xzRUQXUD/owtaDP4K6xpfryEQhH7v3YAdSO7ComFIgSsP4v1J5IRm1fdaX3sKFtzY/Z/TVaytecnV6oQn18DALiUWoZGmZLzfO9Ug0xhUEB9P6KgiRBCDMAwDCoNGMa4crtc75CN9nY6qkjrQFZ1F4ImhVKFq7fLIZG3P/Vduy95VQ1tto3KrsL5lDIAwIGoPL1tsiqahx6LahqRUiyGRK7Esn2x2HqlOVNzJKYAy/bF4pltUTr9udMhy/lbwrDyULzeQux6qQJ7InIR1xRUAEBcXvP/2sFFdG41PjmZDJlChZ1hOZArm/tTK5HfUd/ulJnQiP2/SNQIUYMck7++jFf3cuvhikWNyCirYy8zAJ78NQJjP7/Iub6j8qsaMOzjc1h15NYdb+NeRkETIeQ/51hcIf66adjwhcanJ1MQ+Ml5RGVXtdpGrlRh0fYoLNkbi5hc3XZShRKzfwjFkg4WdJeImjMw1fW6QVOdVIGy2jsbXimobsCyfbF4dnsUdobltNteO1jI1gp4WhI1yvHavlj2spWpER7fGo439t/ktMsubz5A/2//Tcz6/hqe/DUCJ28V4/PTqWyQuf+GOujKKKtja6COxxdhzOcXsf16NrsNTXBbVS/jBFMnbxWj/wchCE2vYK8rFauD4JMJukHud+du44OjiXjrcDx7XXpZLft/sdZ7klNRj9ul+gMN7fdOo6imEYu2c4O/7aHZnVKvVqMVVCcXibE7PAc5lQ04nViC5Qdu4srtcoRlVGDs5xex4Odwtm2pWMIGiEdvFurd9po/E/DS7midInO5UoWN528jNq8a+6PyIJGrWh0e/CIkFe/9lXDfZqKM2m9CCCH3vqKaRuRU1mOkjx2MBPrPB+ulCuRXN+B/B+IAAJP8nLD+RDJEjXL88kxgq/cDgN9C1Qfmz0+n4M+lY/W2qdIKaPZF5iPQ245ze2KhCMnFYiQXiyFqkMNGayilLdrbraqXoVQsgblQACtT9f0Xb49CQqEI51ZMhJGAh9D0CgT1soennXmb2w3LqMBTv0Wyl7eHZmPJxF5481A8UkvEOLJkDMyEAgBAbmU9PjqeDAGfx7bP0RM0lYklePNwPNJL61BW25yZyyyvR2a5uv0njwyEdVPftQOvoqYA46ZWRkcsUcDGzJgTLD69LRLpZXUob9r+JydT8OJ4XwDAV2fS2FqiVyb4Ys0D/VEvVWBZUwD3/M4buP3pLE7wpG+m2dnkUp3rahqas0baGbf4ApFOW41ikQR9nK3YyyUiCWZ8dxW1LWq81p9IRj8XK4zp7aB3OxlldUgvrcXMgS7g8Xh62wDq4VONl1sE50fjinA0rgg2ZsZQMerXVkN7qFVf/VlGWR32N2ULbxWKMMyrB3vbzus52Hg+HRvPp+PNaX7s9TKFCkKj5u9UvVSBLU3vzcEb+XhsuCc2zBvU6nO5F1HQ9B9RKpbA0dIEfH7rXzbS/SUWinAptQwPDHZFL0fLru5Oh0gVSpgYCfTeplQxeGxrOJsF+XzeIDwx0gsqFYOUEjH8nK1gLODjhV03EJHVnAFKLBLhr6az6rj8Ggz3sdO7fe2zYgbAZ6dS0NPBAueSS6FUMfjxqaGwMjVmD+KAepiipTJx8+3JxWLweMBLu6JRK1Xgjal9sHKaH/KrGtDDQghLk+bdc01j88E6u6Ie7x1NhKuNKa6smgyFUoXoXHUNzbbQLERkVSGttBaDPWyw9elAvLYvFqN97bF6Zj+d/nx4PEnnuoQCEf6IVWcJbuZXY0wv9UH8zUPx7ONo96WlV3+PRYxWu5n+Lghpsb5UQVUjBripg6ZScdtDnkU1jcivakBOZfPrGZZZqdNOoVQhNq+GU3z989UsTPd3xmNbmzMqMqUKDMPg6W3NwWJsXg3+iCnA/EAPZJbX4ZnfItkATltYZiVKRBLUNMo4w4ptaVmn9c3ZNJ2AqbW2gHp2W05lPR7cdB0ypYr9bLfGkJlwokbdIcPkIjH7v1jP7WeTm9/DeT+FYfEYH3z4oD8A4PLtMvY27WNMiUiCepkC+6Py8NqU3pztKlQM9kfloVGmwDDvHng2yKfdft8LKGjqxiRyJfZH5eFMUgkisqow098FPy0cRoHTfUgskeOL06kwFwrwzqz+nLN9QzAMg/ePJuL3SPWZ4k+XM/Hlo4MxN8DtH/etQabAhlOpMBLwsDzYDzZmhmVPJHIlpHKVQdmWy2lleGl3NFbN6IuXJ/TSuT0mt5ozbLTmrwSM7GmHS2nl+PhEMp4f2xOrZvTlBEwAEJrRnG2Izq3GcB87NMgUmPdTGHo5WWLzU8MgU6hwMqGIbXczr4aTCQGAP2IKsHhsT84Bq1zPwUu7BiihsAY7r+ewB9AfLqSjn4sVXtsXizG9HLD3xVEA1MW82kMuJ24VQ6ZQIbeyAWViCWe6emxeDdJK1UNItwpEeGP/TcTm1SA2rwYT/BwxxNMWRnwem1HTzpwAQFmtFHN/DG2+3CLIaym7sh4SuRJbLmfiwSFucLUxxc0WRdDDfXrgYmoZZFrZnPzqBgxwswYA1Erbrvl581C83sduqfd7p/VeP39LuM51+oqd3zwcD1cbU6w/kaw3YNIYveFCq7dNH+Csk6FqOZx6LL4IrdG8H6IGOfh8ddasZb3V0bhCnaDp6M1CRGRV4pkgb05WsiO0X+P8at2Av+VnfmdYDt6c7gcrU2NU1DY/pvYsvILqBnx3/jZu5FRjd3gulgf30dnu0bgiVNbLKGgiXadY1Ij4/BpsvZLFKWIMSSrBsfhCPDLUQ+c+tRI5vjl7G0U1jXhvdn9421v8iz3uPKklYnxxOhVmQgEm+TnhkWHuMG5jyOWfkMiV+PhEMqKyq/De7P6Y1Nepw9tolCmRXlaLvi5WrWZRAPWB41zTztjCxAjLg5tT4Blltfj8dCoGuNlgop8DAjxsdYaZvj6bht8j88DnqTMljXIlXt9/EyUiCV6a4NtuP0WNcuyNyEVmeR0GudvgmdHe7GN8fz4deyLUO3ZTYwHe1pPR0OfRrWHIrWxA6OoprQZOjTIlPjiWyNZHfHYqVW/QdClNfabrZWeOvKoGMAzwyp4YpDcVtG6/no0HBrno3O/nK80zujTZkRs51UgtqUVqSS3WzZFgb2QefriQ3uZzORZfhMVje3IyTRW13KDpSEwBNpxuXrfnTFKpzsF56e/qIaTQjApI5ErUNMjx0u5oTmDEDbxEsLc04VzWpp0Z2heZh5d3RyPQuwd2PDcSlXVSzvCZPgmFIiQWivBMkDcUeuptssrr8fRvkYjOrcb3F9KxZeEwnTWHejlZwtnGBPlVzYHKK3tiEOjdAx896I/EwrYDIkMCpo7SfJ7MjAVo1Cp+v5hahtSS2tbu1q7Zg111g6YWgamfs6XOczYx4kOqUGH9iWQM8+6BBT+HQ6rQvzhlVHYVQhJLcCSmAA8OcUNWeR02nld/PjPK6jpl+YL8qkacSijGur+TMLWfEz6fP5hdVkHboA/P4qMH/VGkNaNRO8jLq2rAjZzmz6Cmny3dT1lvHnO/VmP9C8RiMWxsbCASiWBtbf2vPGa9VAEjAa/NA2hLDMPgXHIpimoacTa5FOFZldC8q6bGfDwa6IE6iQJH44rQy9ECZ1dM1MlUvLInGmeS1F92H3tznF0xkTMWbYiEAhF+C82CtakxFo3xQW8nS/WsnPRy+DpYwseh9UDsekYFsivqMamvIzx6tF2HodEgU4DP48HUWMBenv7dVc7Y/MND3LDxiaEdeh6GeutwPLvzNRcKEL5mKsyFAtzIqUJ/F2v0sBC2ef+8ygY8/nM4SsQSzPR3wdZnAgGoz4LDMiowa5ArLE2McD2jAgu16k6ERnxcemsS3G3NkFVeh8d/juBkOMb3ccC2RSPY9y8yqxILfokAAHw5fzBmD3bFW4fjcTqxBCZGfFx7ezKcrExb7WdZrQRP/hLB1qMAwNJJvbB6Zj9U1csQtOECu4O3txAi4t2pbQaqP1/JxG+h2WyAsfXpYZg50FVv22/P3eYELI5WJrjxXrBOuwU/hyMyuwpfPjoYQz1tMe27q60+fmscLIVY/9BAFFQ34LNT6uDm+yeGsPVPbbExM0bc2mnYciUTX4Y0/45YyvqZMBMKUCxqRNCGi3rvO9TLFn2cLHEomls4G+RrD6lCidgWZ/ja/je1D/q7WmHJ3thW2+jz27PD8eLu6A7dR9tw7x46Q3UAYCEUoF7GnYF3bfVkrDwUxzl4/hOn/zcevZ0sMXT9OdRJFfCxN+cM3bXGwVLIqfcB9GeG2uNkZYLBHjbsrEANoREfF1ZOxPgvL3GuXzDcExP8HLH6SDysTI3ZIbj5wzzYYdDXp/TGpqb1ldribmvWKUsCaDMXCtAga3vWpLe9OXINeI3v1McP+eOZTs403a3jN82eu0fsjcjFhC8vwX/dGfT7IAQPfH8NIYnF7c4wSCoS4fmdN/Dynhh8eDwZYZnqgMnZ2gRDPG2x+/lR+OThQfj44YGwNjVCZnk9TjdNh84qr8Pf8UX49mwaGzABQE5lQ4dnFkVkVeLRrWE4FleEPRG5eHjzddwurcUnJ1Pw/M5oTP32CkIS9f9u1l83C7Dwt0i8fzQRwd9eQZjWkIlGfH4NjsQUsAWKCQUijP38IoI2XGBnMx2IykdBdSPMhQLMHqQ+CB+NK0J0DndIJia3Gst+j8WO69ltTgdu67XPr2rgzA5pkKmHQp/6NQJP/RqJ4G+voEArxX0tvRxfnUlFVtNMIVGjHE9vi2R3oCFJJbieUYH8qgbM3HgVq47cwqrD8WAYBhtOpwAAFo/xwaiedpApVNgdlgO5UoXX9t1ERZ0Ufs6WCPC0bXqsCjz+czjCm+o+dlzPAaDeeT8+whMWJkb4aeEwDPWyhVShYm/XR9Qox7PbopBZXg8Xa1M8FqjOUv56LQtFNY04cCMPUoUK/Vys4GApRGW9TG+9CaAeZnptXyw2nE7lZGSW7I3FR3pqa5QqBhdTuQc07SnxDMOgTCyBUsWwGZYhnrbo42yFSX0dW31Oramok2Hp77FswASAM3OqpYl+jjj0ShAAzUyxm5yACQC2XsmERK7EoRutf596OVqij5OVzvXhWZVtBkwAcKughjOLSx99w6UtA6b+rh07qHjZm8Pd1kzn+nqZEi1Hjj3tzGEuvLNBjRXBfpgzmBtQ93e1hrGAj+D+6szuuw/0x7yh7u1u6+UJvpg3jNtumHePVlq3LqiXvU6BP6A+YfDoofuaHIzOx7J9saiXKTk1S0sm+mJqPye8P7u/QUPaB18ejQl++ovE/4mPHxoIU+O2QwFNwNReuzt1P2WaKGi6B/x2LQvvH01k0+4Mo05JL9kbi+d23kBupf6Cw4yyOsz7KQyXmn700dXGFI8GeuDa6smIfDcYR5eNxcie6i+3lakxnh/XE4B6xdiQxBJM/+4q3th/Ez80neEsmdgL78/uDwDYfCnT4N8uyq9qwKt7YyBVqDDCpwcGulujTqrAG/tvYld4DgD1AfCNAzcRn18DmUKFmNxqVNRJIVUoselC8xmWRK7C+0cTIdd67MKaRjz5awTeOhyPMRsuYOP521iyNwbVDXJUN8jx/M4bKKppxN5IdVr4vdn9sXnhMDwxwhMA8OWZNPUBtlaCl3dHY/6WMJxMKMZHx5Px9LYovc/zfHIpBn14Fs/vvIHsinoUVKuzQk/8Eo7bpbU4FJ0PQJ3V+aipGPLz06ns2XRlvYxdzO/krWI8sy0Kmy9l4oVd0WiQKbDx/G3kVTXA086MDfA+O5WCr86ksSs+n04swf6ofCQWiiE04uONqX3wUtMMof1ReTh5qxjJxWLYmhtj74ujcGzZWGx9ehj4PHVR86IdUTiVUIyLqeoz4kVjfNjnx+PxsHRSbwDA3vBciPUEj0oVg/8duInUklo4Wpng4Cuj8dVjARjtawe5ksHWK5nY05SKf3G8L2b4q4e/lu6NwaVU7ll4Vb0M47+8hBO39K9ftON6DmfRwoM38jBgbYjOMEatRIEGmfr12X49ByM/u4BntkWiQaaEmbGA3fkashPuYW6M5cF9sOO5Ea220V5vp6XFY3wwsqcdrEzVAYG+aevfX0jHq3tj8N35261up7eTJXo7GXbQ+OrRwZzLl9LK8dHxZJ12jwY2D8EvD+6DNiZb4aeFw/Dz04EGPb6GnbkQ2xYP13ubv5sN5g9TP/6YXvYA7uxgayzg4X/BffDjU8PY67SL4z9+eCAOLwnCdH8XjPa1b3d7NmbG6O/SHBzue2kUnh/bU29bTTCsj5mxAD30DCf3MBeCx+PpvU0fFxtTbFs8Ai+O94WtOTcrPdDdGn+8OoZznY+Dhd5gTZ++zlawMuEGqhffnIgHtWoY1Y8RhHnD3OFi3XqmWVt7r/Ork3SHzgGgp4MFJ5j+c+kY9HJsHnno7UxB0z1l8+bN8PHxgampKUaNGoWoqKj27/Qv2R6ajU9OqjMJr0/pjfi10xH57lS8Nrk3jAU8XE4rx6SvL2PGd1cxZ9M1PP5zOH6+komcinos2h4FqUKFAE9bHFkShPA1U/H1YwGtTjN+bkxPWJoYIbWkFkv2xkChYuBpZ4ZA7x54Y2ofvDXdD0+N8kIPc2PkVTXgbHIptlzOxIzvrmLBz+FslkRbflUDntkWieoGOQa522DPC6Pw1aMBAIDUklowDDCutwOC+ztBplDh7T9u4cWmwGX4J+fR9/0QZFXUw9rUCBFrpsLeQoisinp2amtZrQSv7Ilm08diiQIbz6ejsKYRTlYm8HWwQJ1UgU9OJiOrvB5GfB67Y3hjah8IjfiIyq7C5yGpmL8lTCcVH59fg/038tnLmjVeVh6KQ51UgYupZZj89WVM/+4qorKrEJFVhRd3RbM1PE+M8MIjw9xhZtw8nPraZHUw8mdsIRILRVh5KI69LbuiHqsO32ILsj97ZBA+eVh9ppdUJMbfTUWivk07lHf/Uv9+1AMDXWBnIcSUfk7wtjeHWKLA8oPq7S4Y7skOr80c6IpzKydiXG8HyBQqLP09FjKlCoHePdDflZvNmNrPCb2dLFErVeB00wGfYdRFxwzD4OMTybicVg5TYz52LB7B1rkta3p+u8NzUSySwN5CiDmDXfHc2J4wMeKjXqbEGwducrJ4n5xMbndY4VKqOvhXqRh8fz691ZqOAWvP4MStIrbPmsyWt705O+zcVtD0xfxBWDtnAELfnoLlwX6Y3NeJPbloi4u1Kfq5NL+GmkBHX8alj1YQpDmp0WiZjRjX24ETNBm1UeT/2HBPHH9tHJZN1n9wAtQnT1/OH4z5wzwwf5gHng3yYaf3A+pAv7+rNT55eCCSPpqBBwa5wtpMNxN04vVxyN7wAB4f7gEvO3Ns1gpeZgx0QT8Xa0z0083ojfCxw9o5A/DRg/745Vl1YCXUU27QWsCycJQXHh/ugQMvj2av+/3FUfB1tMAvzzYHd1amxhjRNNvR3rLtoXAAsDY1xjNB3nhpfE8cWzYWY3o5QGjEx5MjPTntPntkEEb2tMOVVZNw4vVx6O1kiaVawYCpsQCzB7vCy86ck+HqYaF+jQ8vCcKsgS7sCWhrtANATeCt8ea0vgj07oGTb4xjr3OyMkGAh027zxNQfzYj3p2KQK1Mmq+jJab2b6679LA1R6C3HXg8HpRaWXUHrddSe/kAALBro+TgkaHueHtmPwzzsoWJER/HljUvyzHE0xY9m8ozhAI+Ajxs4Wqj/h4Ijfhtlgfca7p9IfjBgwexcuVKbN26FaNGjcLGjRsxY8YMpKWlwcmp44W7nSW9tBbfnL3NTsV9ZaIvVk7zA4/Hgw2M8daMvnhkmDs+/DsJ19Ir2BkxgLoQUFNQ6mNvji0Lh8FNz467JRtzYywe44MfL6kzO552Zji3YiJbEwQARgI+HhvuiV+uZrFFqRov7Y7GyTfGo6JOil+uZuFYXBE7ddWjhxl+fiYQpsYC9He1xiB3G3bI5NkgbwR698CUb66wBbYtLRrjAxcbUywP7oMPjiXht2vZGNfbAS/ujkZWeT16mBvjz6VjcSqhGLvCcuBtb44vHw1AarEYr/4ei1MJ6tdxlK8du3aNm60ZXhrfE5svZbIFvzZmxlg1oy8WjPDE7xG5+PB4Mr4+k4bbJbU4nVgMuZIBwzAQSxQwFwrQw1yIwppGNMiUsLdQDz9pMoJ2FkIED3CCiZEAvzwbiF+vZeOBgS54fLgnjsYVoqC6EXM2qWcije/jgBfG9cTiHTfYjESApy3G9XYAj8fDrIGu7NT3AA8brJ3rj/lbwtjXRzNbhs/n4eUJvnjvr0T2tnnDuIX9vRwt8d2CIZj1/TVU1Ekx0scOmxcO01nbhc/n4ZGh7vjqTBqOxRVhUl8nPP2bev0b7dqUL+YPxkD35p31uN4OnPf3yZFeMDUWoLeTJQ6+EoSHN19HrUSBHddzML6PA7ZeyWSHf9fOGYDYPPU09hJRIzzszPF9UxD87l8JOJ1YDGdr0zZnLwHAa/tu6lynfbIw3Ic77KJdPzKypz27A9f45rEApJXUwsXGFPO2hCG4vxP7mdIIXzMFU765ovN4brZmnM/0RD9HfP1YAFJLxNh8KYOdsbci2A8jfHrAz8UKwz85DwAI7u+Ege42YBgGT4zwxK0CEV6e4MsGxD8+NRTmQgGe3xmNF5oyxYM8bDDIwwZyJcNmM82FAnz4oD+2h2bj52cCwefz8M3jAWyfjAXN7/2eF0bpvHaWJrqHAhcbU/B4PHz5aAAYhgGPx0OA52TkVTawwcqUfk64cpsbFI7s2QM25saczGZwfyccjy+ChVCABwa54kZOFf43tQ+kCiV7AqFhY2asszzC2N4OuPjmJJ0+amgfzFdO88O353QzezZmxjA1FuC92QM4138wZwCCejlgqKctcirrMa5pnSTNScL5lRMBAPui8lDTIMd0f2dYmRrjyqpJ4PF4+Du+CAoVg6n9nAEAvZ2ssOXpQM4UfgB4MMANFiZG7Amh9vdRO7P+5Eh1DRSgztptfXoY7CxMwOPx4OtoCVNjPiRyFfycLbFojA9+upSJwppGWJkasVlqe0shLEyMdAJwe4vmSQN2WsHRQwHu+PFSBt6f3Z9dRwlQZ45MjPnskHUvR0usmzsAB6Ly8fIEXyQXi8Ew6p9ueWqUeh914OUgNMgUnCHH3k6WeHq0N47HF2G6vzMEfB4+mDMAW69k6p1Rdy/r9kHTt99+i5deegnPPfccAGDr1q04efIktm/fjnfeeadL+hSSWIzlB+MgkavA4wFvTe+LpZN66RzUejlaYs8Lo1AsakRqcS2UKgYXUsvYL52jlQkOLQnqUJS+dHIvFIkakVZSi68fC+AETBoPDXHj/E7Ussm9cPBGPjLL6zHui0uoaZBxZtL0c7HCrudHwlkrxfvOrH54elskRve0x7QBzuDxeFg7ZwDebKoR+fLRwZg7WP041mZGeGa0NwDg0UBPfBmShryqBvYA5WRlgv0vj0ZPBwssm9ybzXQA6totbXMHc6fQvz6lD27m1SAssxIz/J3x9WMBbFD15Cgv/HWzEPEFIjZzpGHE52H38yNhLODjlT0xEPB5OPJqEKKyq9jC4CdHerIF++P7OGJ8n+az7nnDPNgCZj5PXTfg42CBecPc8WesOjh6e2Zf9j1fMrEXGzQtndwbgd49MMPfGWeSSjG+jwNGaWVCFgz3xIn4YoRnVeLhIW7o66JbD+NoZYJTb4xDRZ0M/V2tWl0M78EAN3xzNk39+my8yk551gRMnzw8EA8N4daB8Hg89VDh7mh425vjxfHNGYMhnrb44cmheGP/TXx77jbn4OVqY4rnxvqww8Qak/s6YeznFyFTqnAtXbeeDVAPpT0a6IFr6RWtzm5ys2n+/Pk5WyHI1x7hWZX4+CF/PDTUnQ2a3Gx1vy+eduZsEJS6fiaUDINTCeop7Esn9cKDQ9zA4/Hw7gP98dLuaKyb23zgnT7AGRdTyyA04uPM8glwszWFiZEAjlaOCPC0xd6IXEzr78xZ4PCl8T0RXyDC148FsK/p5/Obh97Ka6VQMgzmNH2eI9+dCkdL7md9zax+7PfU2doUjw/3xOPDuVkTjdG+9jhxq7jVLJa+RT17aA0ZaT4/Hj3MORM1Fo3xQaB3D5xNLmU/7yP0rHX1YIAbjPh8DPaw4QS3+vY/dzL5S3t4a3JfJ/Zzt/eFUex6TNat1A2ZC43Y7HRbi4GeXT4BWRX17BCV5jUJWT4e4ZmVeGqUN6e9dvYr6r2psLcwQXpZLfZH5WFsb+4w1wQ/RzhYmmCYly02zOMOwWpPkhDweXhv9gDcyK7Cuw/0h4uNKR4L9ERSkQhx+TXsUK2Tlfqz8uRIL0RmV2Goly0AbnA5Uut9enO6HxaN8YGjlQmERnx8dioFm54cBiMBHy9P6IU+Tla4kFqKF8f3hImRAM81ZQnn63mdhEZ8CI3Uj7Nymh9C0yvwTJA3rE2NOZmvvi5W+G7BEP0v9j2sW8+ek8lkMDc3x5EjR/Dwww+z1y9atAg1NTU4duwYp71UKoVU2lygKhaL4enp2enV98lFYjzy03WM7GmHdx/o36EiTIZh8Ou1LJxJKsWb0/3Yhec6k0rFwPfdU+zlnM9nIySxBEu0frtogKs1Hh/uAQsTI8wc6MIGItpyK+vhZGXKrigMACnFYtRKFG0Oh7z7VwL2NZ19utmYYs+Lo9ocbnl483V2aYWED6fr9EWpYlDdIINDi4MOoF4wcfPFDKSX1eGhpgNjRFYlJvg5YnLTEgIqFQO5SgUTIwEYhsHvkXm4ll6Oz+cNbnWGXG5lPSZ9fRkMw53BJ1OocPRmIazNjHRmjIUkFqNEJMGiMT7g8XiQKpRIL63DAFdrnbW1lCoGSUUitij2n1iyJ4bNeBoLeDjw8mhI5Sq42prpZGS0xeRWoZejpU49BsMwWHkong0CNVZO88MbU/WfVf4dX4SQxGKcT25ez+exQA8cjinAyxN8sWZWP/YgVVYrwRen0xCSWMyuxaRp/9VjzdmVijoporLV65Px+TzczKuGEZ+PQQYOcXxyIhkZ5XX45ZnhnJmkYokcViZGnEA0OqcKQiM+BnvYGrTtzuLzzkkAwIvjeuL9OQNabSdqlOOrM6l4aqQ3uz5SSxdSSpFb2YC/bhbC296cU0vUnup6GSZ/c5kdojfUd+du4/umYMvNRp1h/HPpGM5q04ZolCnRf20IACBu7TQMWX8OAHD5rUmY9PVlAOqMkaG1Y53lQFQebMyMMWtQ83e9oLoBDpYmOgGjXKmCEZ/X5mrfbQnLrMBTv6oDxEtvTUJPBwswDIPYvGr4OVvBytQYDTIFJnx5GQ6WQhx/fVyr+w6FUtXm6vj3g7s2+53pxgoLCxkATFhYGOf6VatWMSNHjtRpv27dOgbqZWw4fyKRqNP7llBQwyiUqk7fbmd5769bjPfbJ5ijNwvY6w5E5TIjPjnHvLo3+q72PT6/mvF++wTju+YkE51T2W77K2llzFO/hjPROVV3rU934lxSCbMrLJuRyBVd3ZU2lYobmSd+DmcGfHCa2XYtq1O2qVKpmC2XM5gXdt5gMstqmfJaiUH3q66XMt+cTWOO3ixgVCoVk1YiZuQKpd62MoWSUSpVzLyfrjPeb59gwjIqOqXv95O4vGrm89MpTKOs6z9jDVJFhz/rlXVSZtSn55l1xxKZmnoZk1hYc8ePX1DdwBTXNDIMwzBfhaQyG06lMCqVihm2/izj996pe+I1upuUShXzZUgKcyK+qM12jTJFt38tGIZhRCLRXTl+d+tMU1FREdzd3REWFoagoObZEKtXr8aVK1cQGRnJaf9vZZruBxK5EpnldfB3M+ysvLOdSy6FvaWww2ec5L9HLJEjt6LB4AwSubcwTfVSd0ujTAklw+it2yLd193KNHXrT5GDgwMEAgFKS7kzpkpLS+Hiors6sImJCUxMdIdw/otMjQVdFjABwLQBzl322OT+Ym1qTAHTfexuBkwAOOUBhPxT9/egZTuEQiECAwNx4ULzbwWpVCpcuHCBk3kihBBCCGlPt840AcDKlSuxaNEiDB8+HCNHjsTGjRtRX1/PzqZri2bkUizu/N8+IoQQQsjdoTlud3YFUrcPmhYsWIDy8nKsXbsWJSUlGDJkCEJCQuDs3P7wT22temqzp6f+abyEEEIIuXfV1tbCxqbzhu+7dSH4P6VSqVBUVAQrq9bXublTmiLz/Pz8bl1kTs+ze6Hn2f38V54rPc/upb3nyTAMamtr4ebmBj6/8yqRun2m6Z/g8/nw8PBov+E/YG1t3a0/2Br0PLsXep7dz3/ludLz7F7aep6dmWHS6NaF4IQQQgghnYWCJkIIIYQQA1DQ1EVMTEywbt26br8uFD3P7oWeZ/fzX3mu9Dy7l656nlQITgghhBBiAMo0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMQAFTYQQQgghBqCgiRBCCCHEABQ0EUIIIYQYgIImQgghhBADUNBECCGEEGIACpoIIYQQQgxAQRMhhBBCiAEoaCKEEEIIMYBRV3fgXqZSqVBUVAQrKyvweLyu7g4hhBBCDMAwDGpra+Hm5gY+v/PyQxQ0taGoqAienp5d3Q1CCCGE3IH8/Hx4eHh02vYoaGqDlZUVAPWLbm1t3cW9IYQQQoghxGIxPD092eN4Z6GgqQ2aITlra2sKmgghhJD7TGeX1lAhOCGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEG6FDQ9OGHH4LH43H++vXrx94ukUiwbNky2Nvbw9LSEvPnz0dpaSlnG3l5eZg9ezbMzc3h5OSEVatWQaFQcNpcvnwZw4YNg4mJCXr37o2dO3fq9GXz5s3w8fGBqakpRo0ahaioKM7thvSFEEIIIcRQHc40+fv7o7i4mP0LDQ1lb1uxYgWOHz+Ow4cP48qVKygqKsK8efPY25VKJWbPng2ZTIawsDDs2rULO3fuxNq1a9k22dnZmD17NiZPnoy4uDgsX74cL774Is6cOcO2OXjwIFauXIl169YhNjYWAQEBmDFjBsrKygzuCyGEEEJIhzAdsG7dOiYgIEDvbTU1NYyxsTFz+PBh9rqUlBQGABMeHs4wDMOcOnWK4fP5TElJCdtmy5YtjLW1NSOVShmGYZjVq1cz/v7+nG0vWLCAmTFjBnt55MiRzLJly9jLSqWScXNzYzZs2GBwXwwhEokYAIxIJDL4PoQQQgjpWnfr+N3hTFN6ejrc3Nzg6+uLhQsXIi8vDwAQExMDuVyO4OBgtm2/fv3g5eWF8PBwAEB4eDgGDRoEZ2dnts2MGTMgFouRlJTEttHehqaNZhsymQwxMTGcNnw+H8HBwWwbQ/qij1QqhVgs5vwRQgghhAAdHJ4bNWoUdu7ciZCQEGzZsgXZ2dkYP348amtrUVJSAqFQCFtbW859nJ2dUVJSAgAoKSnhBEya2zW3tdVGLBajsbERFRUVUCqVettob6O9vuizYcMG2NjYsH+enp6GvTCEEEII6faMOtJ41qxZ7P+DBw/GqFGj4O3tjUOHDsHMzKzTO/dvW7NmDVauXMleFovFFDgRQgghBMA/XHLA1tYWfn5+yMjIgIuLC2QyGWpqajhtSktL4eLiAgBwcXHRmcGmudxeG2tra5iZmcHBwQECgUBvG+1ttNcXfUxMTGBtbc35I4QQQggB/mHQVFdXh8zMTLi6uiIwMBDGxsa4cOECe3taWhry8vIQFBQEAAgKCkJCQgJnltu5c+dgbW2NAQMGsG20t6Fpo9mGUChEYGAgp41KpcKFCxfYNob0hRBCCCGkQzpSNf7mm28yly9fZrKzs5nr168zwcHBjIODA1NWVsYwDMMsWbKE8fLyYi5evMhER0czQUFBTFBQEHt/hULBDBw4kJk+fToTFxfHhISEMI6OjsyaNWvYNllZWYy5uTmzatUqJiUlhdm8eTMjEAiYkJAQts2BAwcYExMTZufOnUxycjLz8ssvM7a2tpxZee31xRA0e44QQgi5/9yt43eHgqYFCxYwrq6ujFAoZNzd3ZkFCxYwGRkZ7O2NjY3M0qVLmR49ejDm5ubMI488whQXF3O2kZOTw8yaNYsxMzNjHBwcmDfffJORy+WcNpcuXWKGDBnCCIVCxtfXl9mxY4dOXzZt2sR4eXkxQqGQGTlyJBMREcG53ZC+tIeCJkIIIeT+c7eO3zyGYZiuzXXdu8RiMWxsbCASiai+iRBCCLlP3K3jN/32HCGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEIIIcQAFDQRQgghhBiAgiZCCCGEEANQ0EQIIYQQYgAKmgghhBBCDEBBEyGEEEKIAShoIoQQQggxAAVNhBBCCCEGoKCJEEL+YzLK6nAoOh8qFdPVXcGNnCqUiiVd3Y37RnmtFFO/uYzvz6d3dVf+kyhoIoSQ/5jgb69g9ZFbOH6rqEv7cSOnCo9tDUfwN1e6tB+GuF1aiyMxBWCYrg00vwxJRWZ5Pb47f7tL+/FfZdTVHSCEkP8ihmGgVDEwEnTduWt8vggPDXHvssc/n1wKAKiVKrqsD4aa/t1VAICFUIDyOin+ulmIHYtHwNZceEfb2xuRi3PJpfhp4TBYmKgPxY0yJcyEgjbvdzO/5o4ej3QOyjQRQkgX+PbcbQxYewbJReJ/9XG1MyUmxl17CKiXGRYsMQyDwprGLs/yAEBEViXWHkvCzbwabLmSecfbef9oIq7cLsfM76/i23O3cehGPgasC8GphOI275dRVnfHj3k3lYklUChVXd2Nu46CJkII+ZeV1Uqw6WIGZEoVTjQNkdVLFdgTnnPX63tEjXL2f2EXZrkAoEGqZP/Xd8AVS+Qor5Xil6tZGPv5ReyNyO30PlTWSbH5UgbKDHzdG2TNfRZrvZYdIZY03y+/qhE/XEjH6j9ugWGApb/HsrclFIjw9Zk0SORKfZvpUBBZLGpEWkltq7eXiiVYfSQeiYWiVttIFUrE5FahVsJ93gkFIoz87AJWHoqHQqnCpgvpiMquMrhv9xManiOEkH+RQqnC8fjmbIKpsXo45perWfj+Qjp+uZaFa6un3LXHr6iTsv9LFV2bGajTGparlSjQw6J5qIthGIz9/CJqJc1tPjiWhGeCfHAmqQQZZXVYOqkXeDzeP+rD+hPJOBZXhBO3inH6f+P1ttEumG/QCmBUd/jypZcali1a8Es4GmRKNMiUWDt3gM7tErmqzeG8YlEjJHIVejpYYPLXlyGRq3Bt9WR42pnrtH3nj1u4lFaOwzEFyN4wW+/25v0UhqQiMRYM98QXjw5mr//pcgYA4O/4IvRxssQ359T1Vjmf69+Odv+isqvQx8kKA9ys22x7r6BMEyGE/Eu+O3cbvd87jY9PJLPXaTI/EVmVANSZh/TSWkz/7gr+iCn4R49XXS/DxK8u4bNTKfgjpgDL9sUiv6qRvb1lxuDfph3AaQdHAFBeJ9W5zojPA8MweGVPDL46k4aY3Oo7etxDN/JxOa0MAHD1djkAIKW49WFS7WHEOq0+qe5wuDCjrPWMD9D8vmiyWn/eVH8OZC2C3Lo2asEYhsHMjdcw+evLyK9qgESuvm9oRoXe9olNw8T6npJcqUJBdQOSmtq03Ib2+3QoJr/VPrUUlV2F/x2Iw7q/Ew2+T1ejoIkQQjqZUsXgw7+TcCi6+QBSLGrE9xd0p4lrgiZfR0v2uk9OpuB2aR3ePByPsto7H67bFZ6D3MoG/HI1C28ejsfJW8XYcrm5Dkf7YPfVmVQs/T2Gc2COyKrE4A/P4Hh88yy78MxK7Lie3eqQUXtkChXWH0/G5bQylIqbgyZxiwAus6xe577WZsac+2j/bwiVisFHx5Ow+o9bWLzjBgprGuFlb8HevvT3GKw9lsgZ9sooq8Wqw7fYy/nVDc3bu8MSq8LqxjZvr6iTcS7XNGiCKG6QVK8VNMkUKk4QLG5UsJ+tozcL2esLtPqvzZjfnLFb+FsEp92re2Mw7otLWttWb1elYlBZJ+U8rnZQ3t5nJK9S/RhedhZttruXUNB0n1GqGGw8fxsv7rrR5tjz3ZBRVoejNwuhvAfWdvkvSC4SY8OpFCQV/bvv8/2oTCy5K1kTmUIFqaLjwcHf8YXYGZaD1UfUB9t6qQKzfwhlbx/fxwEPDXED0Bw0NWodEPOrmg9YcXk1d9J1ANxMjka6VpZD85rJFCpsvpSJUwklbAamQabAs9ujIJYo8Pr+mwCAtJJaPPlrBD46nozD0W1nFCRyJarqZTrX74/Kw/br2Vi84wanfksTGGhklusOYVmaGHH6X94ioFSpmDaLkf+6WYgd13Oa+xKZBxOj5sPgqYQS7A7Pxd/xRfgiJBVhGRV46MfrCEkqYdtklTcHc8fji3Ckg9nAhAIRfriY0WYbcaNcp15JpWJQL+N+FuO0ZtK9sicagR+fR2GNOmgpEjUHL2ebZikCaHXigfYszusZlfjuXDr7uOdTyjhta6XqgOzD40kI/OQ84gv076NKRG0H/LlNn3Mfe93hwnsV1TTdZ7ZeycTGpkXNahrkOPLqmH/lcc8nl2L5wTjUSRVILBTh/Tm64+uk484mlWDLlUwE93fm1GcoVQxe2xeLrIp6bL+ejTPLJ3AyEdpkChUUKhXMhf/Nr3NVvQwTvroEEyMBDrw8Gv1dO14bcSapBOeSS/HJwwPZGqOMsjo8svk6FCoGx14bCz9nq3a3I1OoEJ1ThWvpzcMXNQ0yjPviEmcoZc8Lo3DiVhGOxRWhqKYRT/8WyRnyyKpoPjCX1kohV6pgrHVQkylUMBbw2q3naTm8BQDVWsHJpbRyjP7sAqb0d2KvSy4Wo5eTJWZ9f42TdXrrcDwbUGn6WFTTiCMxBXh+XE9YmjR//qrqZXjwx1BU1snw2pTeyKmoxysTe6G3kyVStYqRFVonYE9vi8S43g6Y2t8JB2/kI7dSNyPSIFNw6oEKaxpRIpJg65VMDHK3wZ83C5BYKMafS8fA2doUb+y/iWKRBF89OhgD3W101qW6mV+tt2D5fwfiAICTldNHplThrcPxGNXTDp525lCqGGy9kgmPHmatLuXw9LbINrcJAA9tvo5jy8ZyrquVKjiZJQBYfjAOI3vaoapehktp6mHG6JwquA9x5wQsCVon2NqfLW1GAv2fpawK/fVXhdWN2B3edmF+qVgCH4fWs0hspomCJnI3yJUqbA/NZi9H51bjRk4VRvjY3dXHPRydj1VHmtPTu8NzsXyaH2cnSTrmSEwBtodmI7mpjuJmXg187C0we7ArAODK7TJ25yZXMnh2exT+XDoGTlamnO1I5ErM/uEaciob8GyQN5YH+8HGzPhfeQ4VdVJsD81GD3Mhnh3jDROjtteXuVtSisWQyFWQyFX4PTIXnzw8qM328fk1+PVaFtbOHcC+nq/siQEA9HSwwLLJvQEAoenl7PpB07+7ivdn98cL43qygYq8aebb5L5O7Fo9r+6NwYVU7ln5H7GFnIBpeXAfAGDfp6R2lhzYcikDn55MxhtT++DFcb6oqpfh4c3X0dfFCrueH6n3PrvDc/BVSJpBNTclYgn2Reaxl+Pya1AqlujUz7TMqBTXSPDavljE5tUgsVCEHuZC+LlY4YVxPbErLAcFTUNQX51JYx9nXG8HpJe2Xs8TmlHRas0NoB62Wq9VD/brtWz8ei1bp92GU6no52KFi03vxfwtYfDoYYbMpizRC+N6YltoNq5nVLb6WB1xu7QWnnbm+O7cbfx4SZ1FmjvYDXw+DzG51cgqr8Njwz0BcGcvtuWl3dGcy5+dTMHZ5BKddmM+v8i5rBk6K24ly5Nb2YCMsjp42pmhoLoRvTQnYy0+Kpp4PKGVEQ1NRqst6/5OQsjyCRA1ynEgKg+zBrpyAqTcKvX74W1//wzP0VHvPnIptQyV9TI4WJpgcl9HHI4pwFchadj30qi7tkCeVKHE12fVO715w9xxKbUM1Q1yXEotw9wAt055DKWKwbq/E3EkpgAOlib4fN5gjOvj0O79JHIlKuqk8Ohxd85SRI1y5Fc1YKC7TaduN6FAhNVH4nXqIXaGZbNBkyYdPsPfGakltcitbMA7fyRg++IRnPtsv57NHgh2XM/B6YQS7HhuhN5sC8Mw2BuZh3qpAuN6O8DfzZoNABpkCsTni2BtZoQ+TlYQGrX9eWIYBi/tjsbNpqGjErEEH3RB9vHFXTc4QwfZrZxFN8gUkCsY2Jgb46HN1wGog56fnxnOOXvPrWy+f8ttfXIyBZP6OqG3k/og883Z29jalCX8bdFwVNZJdQImQB3AaFse7AcABge3RU0Hvy9D0vBlSBqEAj5kShVKmtbF0ffdX3ssyaBt61MmlsLF2rTddtpDVtrDP8H9nfS+D9fSKzgZuLspKrsSt7WCM6lCxX5PeDzgpfG+2BaqG2zdqe/O38b+qHycT2l+HcpqpbA2M8L8LWEAgH4u1hjkwd2XDHC1xpwAV3wZkqazzbJa7tDqwXaGQzU+OJaEzPL6NoOa4G+vYPZgV5y8VYx9L47CmN4OqGkRzNU0yHA8vgiXmzJYLRlSHpJaUous8jo8uz0KBdWNiMuvwZanAwGoF/LU1KR565nNd6+imqb7iOZMb94wd7w+pQ/MhQJE5VThj9h/NsOmLcfiilAqlsLZ2gQb5g3CghFeALg7zH/q4xPJ2BuRB4lchYLqRvzvwE00ytovIJz89WWM++IS3v0rodMXvWuUKfHIT9cxZ1MovgxJZa8XNcix4mAc5v10/Y5rjfZE5LAB09sz++Ha6skw4vNwI6caSUUiMAyDS00H3ydGemHbouHg8YCLqWWche1yK+vZodoZ/s7wtDNDiViCBT+H40JKKQ7dyMf20Gz2Pjuu5+CDo4n4/HQq5mwKxUfH1Wfs5bVSTPv2Kp78NQKzfwjF5K8v66znImqU41B0PruWzbX0CjZgAoBD0fntvmf/FMMw2BWWg/BMdXZALJHr1FpkNx0YG2QKvH3kFs4nlyK/qgEjPjmPoR+fZe8LAOlNr4v2cJGmADelWIxdeoYeirXqRLY2LWx4PqUUDMOwWcOW9A0zAYYHTS3JtGp2Sms7VghtiORiMQ7cMHwGVEtzN4UiMrtzMjhtCfTuwbl8ZvkEnHxjHHg8QCxRIK+pXmbVjL4w0ipy5vN4cLY2QQ/zzsvIJhaKOQETABTWNODkrealJTTDXNojqgdeGY2lk3p3Wj80dobl4FxyaZttNH37PTIPKhWDmgZu/Vl4ZiVe338Tx+L0/9RObF7rMxcXj/Fh/5/yzRU263g6UX3ckCrU+1cAsDY1gm0nvhd3GwVN9wCJXNnuAaeiTsqmmh8N9ICXvTlem6L+su2LzGs3aIjOqcLXrUzRTSoS4UJKKQqqGzhF3ioVg1+uZgEAnh/bEyZGAswa6AJA/YULSSzGioNxWLYvlj1bV6kYhCQW44OjiXhxVzT2hOe0WaCbWiLGzrAc8HjAJw8PhK25MSrrZYho2ulW1kkxZ9M1zNx4lZ0SnFVeh4c2h7Lp532RebiQonuG35bqehme33kD87eEcbILGodj8tmCz58uZ7JnrZ+eSsZfNwsRm1eDF3ZG6wxh3C6txcu7o/HDhXRIFUpklNUhp6KefX+kCiVOJah3HIdeCcKrk3rB084cM5pe18PRBUgprkWxSAJTYz6CfO3R28kKU/s5AwAngPvu3G3IFCqM6+2ArU8H4sRr4zHI3QZiiQIv7IrG6j9uYf2JZMzYeBXvH01gh0k0doXnILO8Dl+EpHLOSgtrGjHr+6v4+kwaGIaBRK7EE79EYPWRW5ix8SrKxBJ2QcaFo7zgbmuGWokCV9P1n5G2Ja+yAUdiCgwqtg7NqMC6v5Pw5K8RqJMqOAW5GkUiCRpkCmy5nImD0fl4cXc0rtwuR71MCRWjnh2loVnYcVtoFntdXH4NZAoVvjmre+YPqANMQHeq99G4QjyzLar9J6zFwdKkQ+31KWp6327mVeNSWse+A4ZytjaBlakRJvV1NKi9WKLo0Ky2Bwa56L0+wNMWvm3Uw3z0oD/ncl8XK/i72cDNxoy9ztrUCEsn9ULqxzPZ65QqBjweDy5a7VoSCvjo49RcQ+jvZq1TrPz1YwE4siSo1W3E5Ys4J7T/OxCHsZ9fZKf0r3/IH9amdx4sOFt3/POjr6SiukGGq+nlUDEAnwfseUE95Nuy6FxDk8Vua/FKb3tzjG9ltGBbaDae+CWCPVlxtjb9x2tt/ZsoaOpCUoUSX51JxZD1Z+G/LgRvHorXmVKqcTi6AAoVgwAPG7Yg9fHhnhAa8RFfIGqzDqBULMFzO2/gx0sZmL8ljJOWjsmtxoM/XscLu6Ix7otLCP72Cjtz51RiMTLK6mBlYoQnR6kzTIM9bNidyZK9sfjrZiFO3irG+qasxfoTyViyNxZ7InJxPqUUHxxLwqzvr+mcxQDqnZdmvZoHBrri6dHebFB27XYFKuukeG7nDSQWipFaUouPjquHHNYeS0J1gxz9XKwwb6i62HLNXwnsOjeG2HolExdTyxCTW40P/9YdymiZkt5xPRuiBjn+iG2eulsiluBw05okiYUivLgrGtO/u4qzyaXsT2QEf3sFk76+jCnfXEFCgQgRWVWokyrgZGWC4Vpnyo80FY2eSy5lD35jezmwRcmas+WzyaW4mFqKtJJaHGuaBv7OrH7g8XiwMTfG908MgUcPM/B4wGhfO4zsaQelisHeiDw0ypVwsDRB+qezMKWfExgG2BOeywZAf7wahNgPpmF8HweoGODHSxnYFZaDgzfy2YC1ukGOTRcz2LPY2YNdMW2AOqC7pGdoClBniK7cLudMKU8sFOG3a1mYs+ka3jocj9f33WQDNG1iiRzPbIvE5ksZnDPnVYfj8cxvzQW1WokEJBaKORmlE1rFv9pF0PlVDaiul7FBLKAuYPZ7/7ROBksjNKMCD22+jiMthkpWHIzX274tFiZGsLe4s98t08itbMDC3yLwyE9heG7HDVxOK2N/z62lJRN76T3Q+rtZY/1D/tiycJjObQ6WJvhr6VjEvD8NO1oMDd+Jng4W2PzUMAxuGqb6YM4ArJnVX6edm40pji0bi30vjWave2FcT/hrLYDoZmuG15rqzzT7AQDwdWwOtHo7WYLH4+kdwrTQWhRS+wC/PLgPLq2ahNG+9ux1DwxyxeVVkzn3fzTQA8N97PDMaG+9z/XjE8mIyOIGFtonJ0+Par5fkNZjabw+pTd+WjgMI/XUrE4f4IzId4Pxw5ND0ZF4Y+2cAfhrKXfyUFhmJRbvuKHuRy97OLczNDulnzp4bmthVI8e5s21Ui18fCKZk6Uu1zPD815GNU1d6MO/k7E/qrkA84/YApTVSrBj8QgYCfjIqajHxyeSkVIsZusaFmp9QR0sTbBwlBd2XM/B12fSMK63AxQqBlKFinNG8e3Z2zrrscwb6o7Cmka8sOsGJ7uUXVGP5Qfj8OWjg/HunwkAgMVjfdgzIh6Ph48fHojFO6JgZy4EA3XB4dG4Qrw80Re/R6qHNMb2tkc/F2v8HpmLgupGLNoehbkBbujpYIGp/dUH2Z8uZeB6RiXMjAVYMU1dHDu+jyP2R+Xjano5onOrcEtrKmtEVhUuppYiNKMCfB7w67PDYWNujMQiEW6X1uGZbZE48fp4+Dlb4mZ+DXwdLPT+mGZ1vQx7tH6O4VJaOc4mlWC6vzpga5Ap2ABs7ZwBWH8iGcfjixHorQ5A+jhZ4pFh7vgyJA0fHE3E/qg8JBZyh2aMBTzIlQyERnwoVQyyK+qxZG8MJvipdzhT+zuBr3WkH9fHAWbGAhTWNGJnWE7Ta9i8I+/rYoXnxvrg12vZ2BaaDUsTIzAMMGugC6fmytfREpfemgRRo5zNZFy9XY73jiagsk6GTx72h7GAj5n+LriYWsY+Vi9HCwzz6gEej4c9L4zCL1cz8dmpVHxyMoWd4TTT3wUhSSXsa2dpYoQRPnaQKxnsDMvBpbQyMAzDOWuslyqw43o2vj6rXiF4boAbFo/xxmNbwzk1XWeTS/Havps4l1yKzQuHQalS4eerWejvaq23FkaT5geAxwI98Pasfvjw7yScuFWMx38O57RteeBi+yZT4sum7Ju3vTn6uVjhTFJzwGFlYoQfFw7Dou3NGaQ/m4Lm+A7+aKqztQlKxVL0bJE5kemZHt/PxQpmQgFemdALS/bG6Nyu7e/4Ik4xs+bg11Lo25Ph0cMc0TlVbBZo81PDcD6lFKtm9IWbrRln1WsAeGNqH6yc5se5buU0P1y5XY5dz4/EwHVn2uybZhu7wnLY4uf3Z/fH1P7OGO/ngJt5NRjX2wF8njr4VioZzAlwxWcnU/DDk0MBcLMpMoUKm54ciinfXAEA9DA3xvLgPhjqZYugXs1Bh6+DBft50Xfg1gzVOds0BwfTBziz9xniaQt3WzO4aN3ubmvG9qdULGXr2gBgRE87zv7EUNrf/8/nD0J8gQh/xxWyAfub0/sCgN7fotMEGg8GuMHLzhwPN9Xp6aOpgQMAe0shhnjaYqC7tc4+CwDmDfVod6hsoFv7NZ4ePcwwppc9u38BAHsLISr1LEExpa+TznX3sv9E0LR582Z89dVXKCkpQUBAADZt2oSRI/XPOvm3nE8uxf6oPPB4wMYFQ+BsbYrnd97AtfQKfHYqFUsn98LT2yLZsWAAmNrPCY8O8+BsZ+mk3jgQlY/4AhFOJhRj5/Uc3MyvwUMBbnh3dn+EZ1ayBYR/vBqE9/5KRGpJLTZdzMCfNwtQ0yBHgKctdj8/EpV1UszdFIqY3GpMbdox+btZ4/UpfTiPOdrXHskfzQS/aXXeGRuv4nZpHXufoV62+P1F9RniQ0PcsPC3SMQXiNi1PFYE+2HxGB/2xy4/fnggejups2djetmDz2v+UUpzoQDHXx+Hj08k43JaOZ7fqZ5RMsHPkf0pgCOvjsGSPTEIy6zE6j9uYc4gV3x6KgVWpkbYsjAQvZ0s4WJjymYxXtkbgwaZEv5u1hjta49todl4eU8Mnh7thfF9HFFWK0WDTAlve3MsGuODbaHZKKxpxFuH1dmEyf2c8MqEXsivauQETMO8bLF6Zj8EeveAUsUgp7Ie3nYWqJcpMO3bKyisaWSD5OCmwFHD1FiAiX6OCEkqYYeAWs6KfHq0N3691jzjh8eDzkENAIwFfM7QzwQ/R1x+azJkiuafXGhZaD/Bz5ET7Lw03hdnk0oR3TSc62xtgo1PDMH0766ytSKjfe1gLOBjVE87mBkLUCqW4ocLGVCoVHgwwA08Hg8Pb77OGco6Hl/ELpRoY2aMFcF9cDSuCHH5NTjZdHDQnjV0s501ioQCPh4a4g4HSxNM8HPEiVtt/9hpS5r3Y6CbDVZM8+METX2cLWHezi/Oax+QWjPRzxHvze6P7y+kY0Uw97tkaixgT2g2LhgCIwEPcwYbPsFCs5p1L0cLttBZH81kCW97C/Y9Heply048ALgH8YHu1no/W29M7YM3pmpOcBxwLb0CSyb2Yuu7tPV3VW9j+dQ+OJ9SiuyKekzppz5AWpsaY6Jf83Df5qeas1zaz1/7M+nvZg1fR0tsfmoY7CyETRkkHnsSpqG9NId2cPPNYwFY82cCNjdl1N6e0Q+xudVYNMaHM3FsTC/1d2PuYDd2SFuzna1PB2LrlUy8+0BzdsyjR+vDfNpMjfnsqtzzW+zHve0t4G1vgWNai1Bq5GiVD6ybOwCfnkzBY4Ge7HX+btZwtzXjZLG+fiyA3V952jXPGrS3NAGPx8OBl4PQKFPiVEIx9kflsUNlswe7cuq/tL0xtQ8eGuKmd+2tltx7mKG/qzUuvTUJSpUKpsYCXLldjvf+Uq/8/eqkXpgz2BUXU8rwrFb90/2g2wdNBw8exMqVK7F161aMGjUKGzduxIwZM5CWlgYnp66JcCvqpHjnT/UU/hfH9WTX8/j28SFYsjcG269nY/t19RCat705vpg/GG42ZvC0M9MZ+3W0MsFzY33w0+VMvLbvJnv9nzcLcTGtjK01eml8TwR622FugBtSS9LY7Q/1ssWeF0bB0sQINmbG+OXZ4Vh95BYKaxphZyHEhnmD9M6k0uxgeTwe1s7xx7PbI9nMwXNje7LtBnvY4siSMVj3dyJ7xv/d+dvYeOE2GAbo42SJ+cOaU+u25kIEeNqyB8vZg1zRy9EScwe7sUNmfF7zDCRAvQP+9vEhmPbtFcTn17BZgFqJgl0TxVwo4PzQpoVQgHVz/THYwwbpZXW4ersceyPysDeiOfP33BgfCPg8TO7nyF4v4PPw1EgvCPg8bJg3CA8MckF4ZiWeHOnF+T0nY4F6tgwAmAkFmOHvwhbXmhrzOVkkjen+zmyBvblQgP6u3HWBvO0tEOBpyz6/R4a4o48Bawdp+q39G1VutmZwsTZFSVNh9+gWwwM8Hg+fzx+Eh368jka5Eh896A9TYwEeDfTAt02/KzWjKTOnHfB9d15926Z2Fu9zsDTBhZUTYWNuDD6fx1mkry2rZ/ZlZxrN9HfBlqeHsd+J+cM8kFpci+sZFRjZ0w4BnrbsgWPhKC+4WJti+/VsDPG0RXmdlHOmPbKnHXo7WWLLwmF4tekHU3s6WCLAwxZ9na2Q1so0+Ql+jjoFwNMHOONiahkeGeoOHwcLPDnSC3YWQk5goPH9E0Pw3I4b+Hz+IDw8VP+6PtremNIbQ716wMfBAo/8dJ1dEHLxGB980MqMuccCmw/QL03oiayKOpgLBW3OkDMzbn/5iJ8WDkNNgxyuNqYY6mWLYV49MOLT8wDU9XqaQIPP57FZ3DtxdsUEXM+owKNNz0M70NNHO5unnWmaH+iBB4e4setdedmbI3zNVADqRT7PJpVizmBXdn/nZW+Osysm4HZpLZvNHerVAz8/M5zzeEM9bfH2zH748kyqzk+QeNmZ46UJvnhoiBtMjQSQKVUQCvitzk6V61k42N/VBomFYjhYmuC5sT3xxAgvznfZWMDHuZUTsC8yD5+cTAEAzBnsiso6KfycrfDT5Qw2aHKwVGfeLU2MYGlihEVjfLBwlBe2XM7EiJ52bDnA+ZUTEfztFU4/5g5W74utTaVsJl17HwIAw717wN5SyI5MaL8XY3o5wIjPg3sPM7wxpQ/MhAL4G5C1utd0+6Dp22+/xUsvvYTnnnsOALB161acPHkS27dvxzvvvNMlfTqVUIyKOhn6uVixKVgAmDnQBU+P9mIP0DZmxti+eESrY8Mar0zshUPR+ezMnxfH9URIUgmbpernYoXVM/sBUH+ZtAuCf346kDOUN7a3A66/MwUVdVJYmxq3O/UcUGctti8egV+vZcHVxoytS9Lo62KFAy8HQaVisCciFx+fSGaHfFbN6KsTCD4xwpMNmjQB2NwANxyMzkdUdhXWzhmAIZ62nPu42JhizQP98e5f6iHF/q7WsDI1YosVtQMmIz4P2xaPwMie6kzON48FYMXBOE5dmIVQgEeb1lV5eIg7+55oDoQa4/s4Ynyf9gtkHx7qzgZNU/s5szsnbZqzcEC9s9E7lXxOfyz8LRJuNmZ4e1a/dh+3LdqL2ekL4no7WeHcyolokCnYTOCjgR7YeiUTNmbGnCUn3pvdH2mltexUcz5P/RMTZsYCHHk1CP5uNsivasD8LWGolSjwwxNDYNM0DPDUSC9EZFXidmkdAr16cKZW/7V0DHo5WeKB76+BYYAnR3ixQdOiMT6cz46Az+P8qGm51syy16b0hquNGV5vypLM/uEae9uvzw7H5KYiZ02WAVAHrkIjPkKWj0d+VSOCv7sCKxOjFkMM3IPcssm9sCLYDw1yJaxMjNotcB3TywFpn8xqs43GvKHueHVSb/aAeWTJGBy9WYhGuRLzhnngbHIprqVXYP1D/pg50AVWJsZIKhJxhm/7uVjjr6VjW3sIliFrblmZGsOq6eCoCaBPvD4OtRIF+93qDH7OVgYtLKrRsqZJm3ErS7NYmRpj74uj7uixeTweXp3UC7MGumDeljAsHuPDnlhsenIoArT2Ve3tT3s7WrLZQ43VM/vC2caUrZ3S9wO95kIjzsrmpsYCvDKxFwDgQmopbuSos4v2Fro1bUYCPvu9YPvhpHvMsWuqv3O0MsHx18ehoKoRQb3scSapBCsPxWPDvEF4cqRXq8+tp4MFQpZPgIOlsM0fGb7nMd2YVCplBAIB89dff3Guf/bZZ5kHH3xQp71EImFEIhH7l5+fzwBgRCJRp/ftdEIRk1Sou12pXMmsOhzHPP1bBBOXV23w9qKyK5n5P11n3j4Sz6hUKqZU1Mh8fSaV2Xo5g6mpl3HaPvhjKOP99gnmx4vp//Rp3JFb+TXMhlMpzIWUEr23S+QK5n/7Y5lvz6ZxrlcoVUxeZX2r21WpVMzeiBxm5cE4Jq+ynlGpVEyJqJEpETUyoenlzO6wbObFXTeYE/FFeu8vapQxA9eG6H1tvj9/m5m76RpTVNPQwWfb3Lfnd0Qx/d4/zaQUt/55emxLGOP99gnmz9j8VttU1kkZuUJ5R/3Q9s2ZVMb77RPMrI1XO3S/vMp6plTcqHO9RK5gIjIrGIlcwaSViJm3j8QzkVmVnDZ1EjlTXS/Vu12VSsUolSrmRHwR8/RvEczBqDz2NlGjjBE1qj/Hx+MLmf2RuQb1NSKzgonPr9a5/trtcsb77RPMN2dSdW7rteYk4/32CebozQLO9VK5kpErlEyJqJFZdTiO8V8bwiQU1DCnbhUxU76+xKSViA3qU0fczKtmluyJZnIq6tptW1ErYc4llTAqleqOH++zk8lMrzUnmYSCmjveRldTKlXMI5tDmQc3XWMUyjt/Le6E5rWPzqlijscXdvj+okYZ8/5fCcyN7Mr2G7cQmq7+THu/fYJz/emEIr3Xt+fRLdcZ77dPMNtDs5jTCcXt9vteIxKJ7srxm8cwnbzAzT2kqKgI7u7uCAsLQ1BQ89TQ1atX48qVK4iM5C5n/+GHH+Kjjz7S2Y5IJIK1dcd/muFelVfZgJv51eyKtaRZeGYlkopEWDzGp9MXDJUrVWiUK9ucZlxRJ8WtghpM7ut016fhSuRKHI7OxwODXGHfCdPf7zfltVLYWQghaPEdyKtsQHRuFR4Z6n5fTYXuDAzDoFGuvO9/kkdzWPsvvX8Mw+DAjXz0dbHCMK/mmbkqFYONF9LhY2+OeS1qqdoiVah/O9C1jaUZ7mVisRg2NjadfvymoEmLVCqFVKr1q9tiMTw9Pbtd0EQIIYR0Z3craLq/Tyfa4eDgAIFAgNJSbqFmaWkpXFx0CxNNTExgYvLfO+MmhBBCSPu69eKWQqEQgYGBuHDhAnudSqXChQsXOJknQgghhJD2dOtMEwCsXLkSixYtwvDhwzFy5Ehs3LgR9fX17Gy6tmhGLsXitn+FnBBCCCH3Ds1xu7MrkLp90LRgwQKUl5dj7dq1KCkpwZAhQxASEgJnZ+d271tbq16bxdPTs52WhBBCCLnX1NbWwsam89aD6taF4P+USqVCUVERrKysOn0WhqbIPD8/v1sXmdPz7F7oeXY//5XnSs+ze2nveTIMg9raWri5uYHP77xKpG6fafon+Hw+PDwMn6J5J6ytrbv1B1uDnmf3Qs+z+/mvPFd6nt1LW8+zMzNMGt26EJwQQgghpLNQ0EQIIYQQYgAKmrqIiYkJ1q1b1+3XhaLn2b3Q8+x+/ivPlZ5n99JVz5MKwQkhhBBCDECZJkIIIYQQA1DQRAghhBBiAAqaCCGEEEIMQEETIYQQQogBKGgihBBCCDEABU2EEEIIIQagoIkQQgghxAAUNBFCCCGEGICCJkIIIYQQA1DQRAghhBBiAAqaCCGEEEIMQEETIYQQQogBKGgihBBCCDEABU2EEEIIIQYw6uoO3MtUKhWKiopgZWUFHo/X1d0hhBBCiAEYhkFtbS3c3NzA53defoiCpjYUFRXB09Ozq7tBCCGEkDuQn58PDw+PTtseBU1tsLKyAqB+0a2trbu4N4QQQtqjVNYjLMwNADBmTBEEAosu7hHpCmKxGJ6enuxxvLNQ0NQGzZCctbU1BU2EEHIfUCoFsGiKk6ytrSlo+o/r7NIaKgQnhBBCCDEABU2EEEK6DYlcyf5fK5F3YU9Id0RBEyGEkG5DKlex/0tkyjZaEtJxFDQRQgjpNhgwXd0F0o1R0EQIIaTbUKqagyYKn0hno9lzhBBCug0lI0Bo4VQAQK/Bgi7uDeluKGgihBDSbSgZY/yWsAIA8OxMYRf3hnQ3NDxHCCGk29AenpOrVG20JKTjKNNECCGk25ArVRAKJAAAhZKCJtK5KGgihBDSbcgV9fhl2qMAAIWiCAD9mgPpPDQ8RwghpNtQag3JKWh4jnQyCpoIIYR0G9o1TQoVLTpAOhcFTYQQQroNubI5UFJS0EQ6GQVNhBBCug3O7DkqBCedjIImQggh3YZ2HRNlmkhno6CJEEJIt6Gg4TlyF9GSA4QQQroNFcNHdMlYAMAQR8oLkM5FQRMhhJBuQ64SYnPcGgDA1oH0Myqkc1EYTgghpNugJQfI3URBEyGEkG5DO1DSrm8ipDPQ8BwhhJBuQ6Gsw86ZcwAAFcq0Lu4N6W4o00QIIaTb4M6eo3WaSOeioIkQQki3oaLhOXIXUdBECCGk25CraJ0mcvdQ0EQIIaTbUGr9dArNniOdjYImQggh3QZ39hzVNJHO1aGg6cMPPwSPx+P89evXj71dIpFg2bJlsLe3h6WlJebPn4/S0lLONvLy8jB79myYm5vDyckJq1atgkKh4LS5fPkyhg0bBhMTE/Tu3Rs7d+7U6cvmzZvh4+MDU1NTjBo1ClFRUZzbDekLIYSQ7oUTNDGUaSKdq8OZJn9/fxQXF7N/oaGh7G0rVqzA8ePHcfjwYVy5cgVFRUWYN28ee7tSqcTs2bMhk8kQFhaGXbt2YefOnVi7di3bJjs7G7Nnz8bkyZMRFxeH5cuX48UXX8SZM2fYNgcPHsTKlSuxbt06xMbGIiAgADNmzEBZWZnBfSGEENL9KBk+4suGI75sOJQqGkwhnYzpgHXr1jEBAQF6b6upqWGMjY2Zw4cPs9elpKQwAJjw8HCGYRjm1KlTDJ/PZ0pKStg2W7ZsYaytrRmpVMowDMOsXr2a8ff352x7wYIFzIwZM9jLI0eOZJYtW8ZeViqVjJubG7NhwwaD+2IIkUjEAGBEIpHB9yGEENJ1vjuXxni/fYLxfvsE882Z1K7uDukid+v43eEwPD09HW5ubvD19cXChQuRl5cHAIiJiYFcLkdwcDDbtl+/fvDy8kJ4eDgAIDw8HIMGDYKzszPbZsaMGRCLxUhKSmLbaG9D00azDZlMhpiYGE4bPp+P4OBgto0hfdFHKpVCLBZz/gghhNw/6GdUyN3UoaBp1KhR2LlzJ0JCQrBlyxZkZ2dj/PjxqK2tRUlJCYRCIWxtbTn3cXZ2RklJCQCgpKSEEzBpbtfc1lYbsViMxsZGVFRUQKlU6m2jvY32+qLPhg0bYGNjw/55enoa9sIQQgi5JyhoyQFyF3XoZ1RmzZrF/j948GCMGjUK3t7eOHToEMzMzDq9c/+2NWvWYOXKlexlsVhMgRMhhNxHVMo6/Bw8HwBwozG0ndaEdMw/qpKztbWFn58fMjIy4OLiAplMhpqaGk6b0tJSuLi4AABcXFx0ZrBpLrfXxtraGmZmZnBwcIBAINDbRnsb7fVFHxMTE1hbW3P+CCGE3D8UKgYmRlKYGEnpZ1RIp/tHQVNdXR0yMzPh6uqKwMBAGBsb48KFC+ztaWlpyMvLQ1BQEAAgKCgICQkJnFlu586dg7W1NQYMGMC20d6Gpo1mG0KhEIGBgZw2KpUKFy5cYNsY0hdCCCHdD9U0kbupQ8Nzb731FubOnQtvb28UFRVh3bp1EAgEePLJJ2FjY4MXXngBK1euhJ2dHaytrfH6668jKCgIo0ePBgBMnz4dAwYMwDPPPIMvv/wSJSUleP/997Fs2TKYmJgAAJYsWYIff/wRq1evxvPPP4+LFy/i0KFDOHnyJNuPlStXYtGiRRg+fDhGjhyJjRs3or6+Hs899xwAGNQXQggh3Q/nB3vpt+dIJ+tQ0FRQUIAnn3wSlZWVcHR0xLhx4xAREQFHR0cAwHfffQc+n4/58+dDKpVixowZ+Omnn9j7CwQCnDhxAq+++iqCgoJgYWGBRYsWYf369Wybnj174uTJk1ixYgW+//57eHh44LfffsOMGTPYNgsWLEB5eTnWrl2LkpISDBkyBCEhIZzi8Pb6QgghpPvhZpq6sCOkW+IxDC2Z2hqxWAwbGxuIRCKqbyKEkPvAqoPhmO08BgBwvPQ6vlkwpot7RLrC3Tp+03KphBBCug0lmvMAcqppIp2sQ8NzhBBCyL1MqeIhtWogAICh4TnSyShoIoQQ0m0oVCb4POpzAMBMf9Mu7g3pbmh4jhBCSLeh0irTVVLJLulkFDQRQgjpNrRnz9E8J9LZaHiOEEJIt8FDI36Y8hQA4HjR313cG9LdUNBECCGk22AYBtZCMQCAJs+RzkbDc4QQQroN7ZomFQ3PkU5GQRMhhJBuQ7umiYIm0tkoaCKEENJtaMdJShqfI52MgiZCCCHdBjfT1IUdId0SBU2EEEK6DU5NE0VNpJPR7DlCCCHdhpLhIUvUh/2fkM5EQRMhhJBuQ64ywfrw7wAAAZ4mXdwb0t3Q8BwhhJBug1YEJ3cTBU2EEEK6De1AiWbPkc5Gw3OEEEK6DR4a8fXE5wEAu9L3dnFvSHdDQRMhhJBug2EYOJiVNf2v6uLekO6GhucIIYR0G/QzKuRuoqCJEEJIt6EdKCkpaCKdjIImQggh3YZ27TfFTKSzUdBECCGk29BeBZxmz5HORkETIYSQboNqmsjdRLPnCCGEdBtKBiis9QIAqGjyHOlkFDQRQgjpNqQKU7x3/ScAgIu1aRf3hnQ3NDxHCCGk26DZc+RuoqCJEEJIt6EdNNFvz5HORsNzhBBCug0+JPh07DIAwPfxm7q4N6S7oaCJEEJI98Go4G6Vp/6XEk2kk9HwHCGEkG5DqRUoqWidJtLJKGgihBDSbWgHSrROE+lsFDQRQgjpNrSTSzR7jnQ2CpoIIYR0G9wVwbuwI6RboqCJEEJIt6Gk4TlyF9HsOUIIId0GwwAVjU4AqBCcdD4KmgghhHQbjUoTvHVlO3uZYRjweLwu7BHpTmh4jhBCSLfRckiORuhIZ6KgiRBCSLfAMIxOkEQz6EhnouE5Qggh3YKKAYz5UqwZ9Q4AYEPk51QMTjoVBU2EEEK6BRXDgMdj4GuTDgDg8RioVF3cKdKt0PAcIYSQbkGpZ7YcZZpIZ6KgiRBCSLew+VKGznWfnUrpgp6Q7oqCJkIIId3Cpou6QdPvkXld0BPSXVHQRAghhJB/hXqG4/07ZEpBEyGEEEJ0SOTKOwpwCmsasTs8BxK5knM9wzBY+FskZv8QCrny/qzQp6CJEEJItyKWWUMss+7qbtzXKuqkGPHpeSzZG9Ph+766NwZrjyXp1JPJlCqEZVYiuViM+PyaTurpv4uCJkIIId2GTGmKNy7uwxsX90GmNAWA+3o4qKucvFWMWokCZ5JKO3zfWwUiAMDu8FzO9RJZc3apsKbxn3Wwi1DQRAgh5L6nb7kBjT0Rua3eRvQT8Jt/r69WIr/j7WgHrA1yBfv//w7EYXd4zh1vt6tQ0EQIueuUKgarDsfjt2tZXd0V0k3JFK3XyKw9loQSkeRf7M29S6liEJ5Z2ebrBYBTj1Qq7thr52Rlwv5fL1Nv53ZpLWoauMHX2mNJHdruvYCCJkLIXRebV43DMQX45GQKiu7TtDy5t93IqQKg/hmVd0a+g3dGvgNjvpS9XdR459mSf+rv+CJM+/YKMsvr/tF2EgpEmPLNZVxI6fiQmcbXZ9Pw5K8R+P7CbQDqLNzqI/E6mbqKOhn7f1FN20FTRFYljsQUAABqGmTQ3pSoUY7todmY/t1VrD+efMf9vldQ0EQIueu0z1T/ji/S2yalWIyvzqSiUabUezshramTKvDs9igA6p9O6WeXiH52ieDxmo/eirvweyqGTp9/Y/9NpJfVYfmBuA5tX6FUobKuOfD7+mwassrr8cKu6Duq0xJL5NhyORMAsPlSJmolcnxwNBGHogsQmVXJaav9uAmFIszdFIp1xxL1bveJXyLw1uF4rPkzAUPWn0OF1n0r66RYf0IdLIW3eAwA/ziQ/LdR0ERQIpLgkxPJOBSd32ZdAOke6qUKrD2WiA+OJv4rWZ+vz6ThtX032cv6HlMiV2LW99ew+VIm+q8NwY7r2R1+nHqpAm/sv/mPzsL1ya9qwJo/Ezg79zNJJXh483XkVNR36mNpfHoyGR8dv/+GLrpKdb2s3TYNdyEYf3FXNGZ9fw1ShRLx+TXYHZ6D8lppq+3TSmtbve1SahnSSri3v/1HAgI/OQ+fd07iyu1ymBkL2Nuy7uCzl17KDVB+u9b8PZO2GK6r1HpNvzqThoRCEXaF5+osI6D92u+P0l1INKeyoc0+Tf3mCt754xYU98kSBBQ0/cepVAxe2xeL30KzsfrILXz49/23o1aqGMTkViG38u4cwLqbNX8mYHd4LvZE5OLxn8N1doKdSSyR48cWP21RqecAF5pewbn80fHkDp+B7gzLwd/xRXhhV3THO9qGF3bdwP6oPCz7PZa97pU9MYjLr8GLu7mPdbu0Fmv+TOhwDYjGZ6dSMPGrS/j1WjZ2XM/hnLHfTaIGOSRyJSKyKlHT0H4Acq+RKtr/DD+2NbxT65okciUupJYhtaQWsbk1eH7nDaw9loQVB+M47bQzpzKFCio9J6a3Cmrw3M4bmLHxKntdvVSBP2IL2MuLtkdBphVYtPYZ23wpAwEfncW2UN0Tj5b7yO8vpLP/i1sUe1e28tlLLhZzLrcXvOVXtR00AUCtVAEjwf0RjtwfvSQ6FEoVjsUV4nYbZy6GuFUoQnRuNXv5SEzBXT2IauyPysOgD8/gsa1hOJVQ/I+2teFUCuZvCcfMjdeQUfbPXo/u7lp6OWd4rKC6EX/H6Q6XNcgUOJdc+o8zUZlluoFPVZ3uQblIpPs4qcWGvZcMw0DUIOfUrBQ3ba9Y1Ih3/0rQWRMmpViMsZ9fZOsw2nK76ew8taQWx+IKOdnYjLI6vLw7mv3OvHU4Hvuj8vDstiicTijGrYIafZtklYkl7Jl6RFYlfrmahVytM/PWApjM8jqU10p1MsMKpapDwza1EjnEEjnGfXER/T4IwRO/RGDxjhsG3x9Qv/7X0stRL1W03/gukMiVWPb7zfYbAth6JbPdNgzDGLQP1A7A0krE7MlAdG4V5z3IaRGoVDe9pwzDYNOFdFxMLUVkVhV7+/bQbORVNiBCz1DW9Yzmkwtxo+7r/Xd8Eb46kwZRoxybL2VApWKQVV6HXWE5KBNLOJ+tlsSS5u1lltchvmnZgJZu5dfgWFwhwjPV/ctuJ2gy5Dv23gP9221zrzDq6g6QjquTKrDs91hcuV0OAZ+H354djsn9nO5oW9dulwMApg9wRmKhCEUiCULTKxA8wLkzu8yRVlKLd/9KAMMAN3KqEZ1bjd9fGIUxvR06vK1GmRIHb+Sr/5cr8dWZNPz8zHAA6sXZGAZw1JrJobnexIgPK1Pjf/5kAERlV2FvRC4WjfFGoLddq+3i8muQViLGo4GenOm8nUHUIEd6WS0GuFnDXNj611pTz7B4jA9cbUyx4XQqfgvNwmPDPcDjqfsklsjxyObryCyvh5mxAL8tGo6xd/DeAEBmue4OtapFpqlBpsA3Z2/rtGt5sNFQqhj29btdWovHtobrFPlG51RjboAZ9kflY19kHvZF5uHmB9PQw0KImNxqvLo3BmW1Urx1OB6PBnoAQNMQiwhDvWxh3MpZ7/8OxMFYwIcRnwdFU8ByNrkUpxOL8chQD3Z9mrTSWrzalJlK+2QmTIwEOtuqlyoQ/O0VAMDhJWPw6UndH5YtEUlR0yBHL0dL9LAQAgAO3cjH6j9uwYjPg4kRH/MDPfDuA/0hapTjiV8iYGNmjL+WjoG4UYEfL6VjfqAHjPg89HK0ZN9jzXcwJrcar0z0Ra1WwBPXwUUHQxJL8OrvsejrbIWQ5ePZx/i3/B6Z1+awlzZDgqFX9sQgKqcKe54fhUEeNq22K9YKmq407UfVj6FCsUgCN1szAEBhNfeEoLxOCntLE0RmV+Gbc+rP/QvjerK3rz+RjPUnkvHRg/46j6k9hLZkbwwuvzUJ3vbmWH8iGQolw/nOVNXL4PvuKfbyd+dvY5KfY6vPJ6u8Dmv+vIWqelmbazP9HV+E2LwaAED2hgeQ106Gv72gCgBcbUzbbXOvoKCpCzEMg4yyOvR0sDA4NckwDN46FM9+SZUqBqv/uIXrb0+B0Ei9jVKxBO/9lYC8qgbMH+aBlyf4troju9Y0LDLBzxHO1qbYE5GLq+nleoOmzPI6bL6UgcisKqyY5scebDrq56uZYBign4sV7C2FuJ5RiUPR+RjT2wH5VQ149fcYNMiU+PnpQPRxtmpzWxdTyzg7/Etp5aiVyFFWK8WcH0LRKFdiZE87vD2zL1QM8MOFdIRlVsLMWIB5w9zxxtQ+cLA0aeMR1BRKFf6ILYCvoyVG+DQHRtE5VXj6t0jIlCqcTynFpbcmwdladwcQlV2FJ3+NgFLFoKJOhmWTe3fgFWtbSrEYT/4agZoGOZytTbD3hVF6X7fcynqEZVaCzwNemuALSxMjfH8hHbdL6/DpyRS8P2cAAPWZribYaZQr8b8DN3HhzUmwMet4kJnRlGka6G4NbzsLnEwo1hmee2N/nN6ZTfrqhQ5E5eHD40l4ZUIvBPd3xvFbRXrvm1+tPqPWznSlFIthJhRg/pYwTlupQgkTIwE+PZmC3eG5eGu6H16b0geA/hlX1zMq2IBJo1GmgkKpglDA5wyhAMCVtHJM93dBYU0jahpk8HdTH4hTS2rZs/sPjiYioVD3zP6j40lIL6uDvYUQ19+ZgrXH1EW7AKBQMVDIlNgdnovfI/M4Waf8qkZ8cCwRV26X49emupVNTw7F3AA3FNY04vGfmwPNw9G6mQDtwLQ9V5v2IWmltYjMrsJoX3uD7tcZ8qsa8PEJw2dkqZoyQDdyqmBnIUQvR0vO7QzD4GyyOmB4aXc0It6d2uq2SsTNwZB20AQAYz6/iOXBfdDDXMjulzWWH4jD36+NQ6VWxnW7nhq+04ntZ+BXHorD908MxY7rOZzr3W3NdBaPrGmQ42hTVnn6AGf2eWq03EZrNAETAJTVSlEqNmwIeaiXLW5q3Vfbvx1o/xM0PNdFkopEeGjzdUz77irm6zlTbs3N/BqEJJXAWMDDvpdGwdnaBOW1Uk7x61uH43E+pQy3S+uw4XQqjt/S/+WrlcgRm6cempvo54hxfdTZhGst6ksAIDKrEg98fw1/xhaisKYRq4/EI6+dAj995EoVzjd9Wdc/NBCvNx2crqZXQKVisC00G4mFYmSV1+O1fTfb/X2is8klAICXJ/iip4MFZAoVIrOq8PWZNDQ2nVVGZVdh/pZwPLY1HNfSK6BUMaiTKrA7PBcP/Xid3blEZlXiz9gCvcMMHxxLwtt/JGDhr5GcoZ6PT6awB8kGmRKHmrJeLf0emcse1H6+ktlpv7vEMAw+OJrIrn9SKpbiBz2/9A6oi5cBIKiXPdxtzWBjZox1c5sCpevqIQGZQsX+KvyXjw6Gr6MFKupkeusjDOnbxVT1e/3saB980BSUVdRJ2VqdOqkC57U+u+/P7o+PH1KfYbfMNP11swDv/JkAiVyF7y+kY+6Pofjlqv51n74MScPG87c5dR9ltVK9Z9AtVy/++uxtbA/NRplYgsCPz+m0L9ZTF3MoOh87w3J0AiZAfUBVqhg8tiUMs38Ihc87J7FkTwzStbIjUTlVOvcDgPSmoK+yXobM8jo2YGqp5TBdbF61zoE8pmkY/mSLQLNl5g8APj6RrLe4+kJKKb46k8rJ2JRpvcZtZRUUShWe2RaJZftiO2WFblGjHOO/vKT3NqnCBFKF7slQWkktssrr8NjWcEz95orO7donYG0t6Hg9owIrDsazl/XNn9l4Ph3r/k7Cmj8TONenltRib0Qup15N38sRkaX/M6EtNq9G5zWwMjXC48M927zfp48M0snAt8fSRDfHkllWh3ID6+6sOymz39UoaOoCGWW1WPhbJLuzjs+vwdqmqZw5FfX4IiQVIVpnGQzDILeyHgqlCoej1QfluQFuGNPLAY8MVWd7TjbVBf0dX4Rr6RXg84Dh3j0AAL9dy2KzWg/9GIqh68/iy5BUXM+ohELFwMfeHJ525gjqZQ8Bn4fsinpO8Z5CqcI7fyZAqlBhZE87mAsFUDHAwWjdmRLticyqgliigL2FEIHePRDo3QNWJkaoqpchNq8af90sZNumldbiQCtBCKAuYr/adGCYNsAZQz1tAagPYKcTS8DjAa9M8EVfrazLuN4OOLwkCLueHwlfBwsU1jTinT9uIb20Fk/9FomVh+Ix+4drnMLkeqkCfzYVZMqUKqw6Eg+FUoW8ygbE59eAz2sek98VnoN6qQJ7InIx9ZvLOJdcCqlCiQspZez2xBIFIrIqwTDq4O2fSCoSIzq3GkIjPn5+JhAAcDapBGKJHPVSBWcmz8VUdR+mD3Bhr1swwgvj+ziw7+eZpBKU10rhaGWCh4e4481pfQGos0+t1deUiCR4dEsYlu2L5RxoY3Krcbu0DkIjPmYMdEEPi+ad5nNNdTPH4go52/Kxt8BQL/XnNq2klj24VtXLOAcpbRZCAb5+LEDn+o3n0zn1euW1Ur3DM7vDczm1IoB6iGTxjhs6GSWg+XXUFpdfg0/0DK8B6uGjJ34JR5FWsBWSVIJ3WhxMAWBqG8Pss38IbfW2lpa3KEYG1K/17vAcJBepC3mHNH1f9NkZloPndt5Ag0z9Wc6vasCphGIsPxCHzZcyEfjxORyLK8T648m4oPV66AsoNdJKa3EtvQInbxXrHbbtiOicKgR8dFbvbTKlKV45/wdeOf8H+zMqGvEFIkzRCpaW7YvlBJylWv2vlylbXQDy9f2G1VC1Zv2JZKy7S5Nuhnv3QB9ny1ZvNxbw4Ghlgndm9tN7e28n/fft56KbvT6bXMoOP/YwV3+/nxntjR3PjUD82umc0QhT4+4RbnSPZ3GfSSmuRa1EgQBPW/z27HDwecCxuCKcTijGo1vDseVyJpbsjcXJW8VNs9tuYuJXlzHyswvYH6UOIjRnElOadrLhmZW4VVCDtw6rDyyvTOyFn58JhIkRH7cKRIjKrsJbh+MRXyBCdYMcP13OZH+IcXwf9Ti3takxG3hsPJ+O1BL1zvVkQjGyK+phbyHEtkXD2QPU4egCFNU04uMTyezCcu3RZDumDXCGgM+DsYDP1stoChjtLYRsVmJHaHarWZnbZbWobpDDXCjAEE9b9HdV/0CnJu08Z7Ab1jzQHyHLx2PbouH45rEAbF88AiN87DDRzxG/LRoOoREf19IrMO27q+zOM6eyAc/vuoE9EbmQKpQ4n1IKqUIFGzNj9DA3xu3SOpy4VcxmuUb72mPxWB/42Jujok6GuT+G4oOjicgsr8fLe6JxLK4IdVIFXKxN8cQI9ft2Ir4YL+yKxsB1Z/BrK9mS7Ip6vPdXQpvFq5oiy+kDnDF9gDP8nC0hVahwJLoAczeFYsSn57HiYBzqpAo2Nd6yPmn+MPWO7VxyKY41pe+fGOEJoREfswa6oJ+LFeqkCr1ZnRKRBG8djkd0bjVO3irG+1rruHzbVK/xyBB32JgZw8RIAF9HCwDqdV/yKhvYx9Po62KFPs6WMOLzIJYoUCSSoFQswaSv9GcUAOC92QMwc6BLq7drfHoqhZPV0jgeX4SFv0XqXN9yllBLDw1xQ0AbNS/abuRUt98IwJT+TnhgUPvPRXOA6ojqBjnWHktih2gm9eXWt0wf4AwvO3P2clx+DZ7dFoUPjiZi/JeXsPT3WDYTUy9T4n8H4nSGlX64kM4WMEvkSk6grR0oXU7TDTzbo1CqsPlSBl7ZE41Ht4Z3+P76nLxVjHf+uMUG5y2DvvzqBiiUKrx95BaWH7ipnnDQINebnQMAH3tzvdd3FhdrU533raUBbtYI7u+Mh4a4ca6PeT8YT43ywo7FIwEAdpZCnfsmr5+B8ysn6i1Z6OeqGzTtDMth68k2PTkM+18ajfUP+WNyXyfYmBvjq0cHs23/6QniveI/ETRt3rwZPj4+MDU1xahRoxAVFdWl/Zkb4IYdi0dg5+IRCB7gjAVNB9JXf4/lpGzXn0jC75G5bBZJ80X1sjPHqJ7qupohnrYwMxagsl6GB3+8DplCheD+Tnhrel/YW5pgXtMBccle9RRpU2M+nhvrw+nP+D7NB1HNF/KP2ALM3HgNmy9lsDUPzwR5w8rUGMH9nWFvIURZrRRjPr+IbaHZWPBzONb8eQvfnbsNmUKFwppGXEsvR3mtFHVSBW6X1qJOqmADjRn+LjqPGZmtDrwm93PCghGesDIxQlZFPfq8dxov7rqBOqkCFXVSvH80Ae8fTcCVNHWWKdC7B4wFfAxw4/6q+byh7gDU4+VT+ztjfqAHp77A19ESb07zYy+bCwX449UxGN/HATKFCh8cTcTjP0fg+/PqabnPj+3JFmx+dSaNnYUW3N8ZxgI+Vs1Qn7llaR0cGAZYfeQWAGDmQBf24H4wOp/NWGw4nYLbpbWchfIyyuowd1Mofo/Mw+enU/H1mTSdqcoyhYrtw/xAdSG35v1efyKZnQr8181CLD8QB6lCBXsLIXo1BS4ak/s6wVjAw+3SOjao0Lw/fD4PK5teo51hzVPgFUoVLqaWYso3lxGqlaU5easYbx+5hZDEEoRlVoLHA94I7sPefn7FRIxsqgk7fquILTre/fxI/PHqGHjamcPESMDWmtzMq8YLu25wZva0NG+Yu7o+64khbWZPAPVsQQ1r0zsv6QzwsMHGBUOwcLR3m+20z86FrdQtag+TjPa1xw9PDMX0NiZi2FkIDa6JmzPYFY8P1197OLFFUbCfsxWeb7Fv0M7UGeqJXyLw1ZlU9PsgBKM3XMD1jAqIGuTI0B6OzFbPMIvLr0FNg6zV9eEUShXOJZdi3BcX0fu90/jqTNod/YBsWw7HFGDp77EISSxmF8jUmPrNFXx/IR0Ho/NxNK4IAevPImB9c4br2urJnPba9Y4taQek+pga8zFtgDNen9IbC0d56dwesWYqwtdMQYCHrd77B3jYQMDnYW6AG4RGfHz/xFB2tAEA7C1N8Nkjg9gyDH01ippJJE56hu40J6Wt6e1kiaBe9pz6JO3/RY1y9vu5eIwPZg92BQA8PVr3ud7Lun0h+MGDB7Fy5Ups3boVo0aNwsaNGzFjxgykpaXByenOZpx1hglaO6wV0/xwIr4YtVIFjAU8HHg5CG/sv4nCmkZ80PTbPC+M64nrGRUoFknw2SOD2A+j0IiPkT3t2PoFC6EAXz4awBZxvjDOB/uj8lDdVPMyd7Ab1s4ZgKQiMaKyq9DD3JiTeVg8tidOJZSwZ9lfnUljb3toiDv7mO/M6odVTcEAj6ce09dkwbTX/tDH0sQIY3o3F4tObHHmNLWfEyxNjPDB3AFswHE+pQyLtkfBo4eZTnZCU3ja8kut/RiteXmCL9xszdR1T4EeGOJpi1+fHY6fLmXgh4sZbP1SD3NjLB7jAyMBDwej85Ff1cjWQmmyfQ8McsHSSb1wPqUUk/s6oY+zFZv5A9SZCX83G1iaGHHOulQM8OnJFIglcuRXNeCdWf1xPrmU0+bHSxmokyrwYdOMmhKRBGuPJaKqXgYnKxOMb3oPHx7iji9CUtkaibG97XE9o5INhlru1ADAxtwYDwa4s2vCOFgKMUDrtZw2wBmDPWxwq0CEBT+Hw8bMGMnFYkjk6gxgL0cLfPrIIFxMLcMvV7NwMDofB5uGkcf3cYR70ywiQB2EDXS3QVROFfvZcrQywfg+Dpx+Bfr0QFppLWdRzPF9HPDpw4MgEPDw48V0OFqZ4oFBLjBtWvDvoSHucLUxw+M/t5+FEBrx8euzw7Hglwj2ul+eCcTLe2LavS8AfPigP3g8Hib5Oeq8n3MD3HA8vgjDvGzxy7PDsfN6DnwcLDCmlz0ORedj27VsPDbck83SLB7jw74Wvg4W4PF4+OHJodgWmo0HA9zw3tFEdhgaUP+Q6pzBbnqHA/k84PCSIAx0t0FKcS0CPGzA4/F0aqFG+PRAgIct3GxM2WFDW3NjPD7CkzM76k5tvqTOjkrkKr1ZvLPJpei5pnlm15he9tjx3AhEZVdh04UMTO3vhKNxRUhpJ9unjzFfhteGfAYA+DHuXchVuhmVlk4nluB0Yone2za1UiP4xAhPeNqZw9bcmK0p9HezxuFWPkKrZvSFsYDPZvhbem5sT7zdNGRWK5Hjano58quag3xnaxPweDxI9KxJ9fVjAZjh74zKOhl8HJpPivhtFFjbagVNQ71sMXdwc2bq68cC8PKeaLw03pcdRuyptd1FQd7YFc79EWR7PZmrlrYvHoFLqWWYNcgFDKPeX2mftN8Pun3Q9O233+Kll17Cc889BwDYunUrTp48ie3bt+Odd97p4t6pOVmZYv/Lo/HrtSzMH+aBQO8eeCbIG5+fTgWgPiNeNaMv3n2gP5QqRmc2xtje9mzQNKW/M+wsmj+8vZ2sMK63A5sNmDdMnZH4+tEAbAvNwqIxPrDQKvCzNDHCsdfGQiJX4pU9MQhrWoujr7MV50vz2HBPePQwR3ROFYIHOOOdP261uq5HS8H9nThTsF1tzODnbInbpXUw4vMwvimgfHy4J4Z59UBuZT1WHIxDTG41W8yqbbSv+uxO+3kD0DvNuyUeT31mNjegeYdhaizAyul9McDNBm8cuAlHSxP8/EwgbJqGRFYE+2HlIXUw5Gxtwu6keDweVs/sh9VNOz6VisGe8BzEF4gwxNMWQzxtwePxMMDVmi38XR7cBxvPp3OKdjWBFp8HnP7fBETnVuG9vxKxOzwHQzxtEZldhQM38tjA6JGh7uzsSxcbU0zrr54Z4+9mje2LR+CB76+xQyPTWslgvDShJxs0zfB3AZ/PPVv86EF/PLstijPEYmlihAeHuOH92f1hLjTCCB879HK0wI7rOUgtqQWPB6zQyjJp+LWot5gz2FUnkFsR7IcraeUorGmEUMDHlqeHYWr/5r5vmDcY+ugrVp3o58h5fdfNHYBFQT4tniMw3d8FcWun4WxSKVb/cYuzje+fGILBHraIza2GmVDA1l05WZsibu00nEkqxbJ9sRjsYYOvHh2MJ0Z4YpCHDaxNjfHWjL7sdpYH+2F5sB9UKgaedmYY1dO+qdheinG9mwNHU2MBm01q0ArILIQCfDl/MFxsTPH+7P4oqpGwwZe9hRCXVk1iC261s27r5g7AR8eTMW+oOyb2dcTU/s7g83n4+vEAPPVrJPuY5kIj/Ll0LN754xannrCvs1Wb0/qn9nPi1DZ1VFhmJYZ/ch61TRnF1grjDcHjqRDgFM3+r/FooAfen90fV9Mr8EY7NUktZ5f1cbLE7hdG4o39N3EjpxpCAR9LJvYCAFgIjdigaU6AG3ZH5KrrPlXA7MGubEBsLhRgan9nbH06EN+duw1XW1Okl9ZhUl9HqBgGK4Kbs95WpsYI+d8EyJUqfBGSCo8e5uxnY6KfI36+oh4qFxrx8dGD/mztUMtlVNqalObraImlk3rBzkKIF8f7cm4b4GaN0LenQKVi2KCpr7MVeDx19nzRGB8kF4uRXCRGDwshAjxaX6bjy0cH44vTqVj/0EDYWQgxX6vOqbX90b2Mx3TGNIZ7lEwmg7m5OY4cOYKHH36YvX7RokWoqanBsWPHOO2lUimk0ubhMbFYDE9PT4hEIlhbt52a7GwVdVJM+uoy6qQKLB7jw2YY9MmrbMDM76+iQabEnhdGsjVKGjfzqvHstigsHO2Nd2bpL/7T5+rtcjZd/cnDA/F0O0MRABCWUYGzyaV4eYIvbM2N8d5fibAyNcK7D/THxvPpqJcq8OZ0P9iacwOcjLJafHvuNoZ72+F5rTVLNBILRXjilwjUSdW1YDUNMuRWNsBYwEPSRzPZQNLnnZMAAG97c1xZNVlnOx0lalTXTGnvEORKFR7efB1JRWK8MtEXa2a1vjBbg0yB5CIx+jhbsenw3yNz8d5fiXC1MUXo21Mw5ZvL7KJzswe54nRiMVQM8PqU3nhzuvqA+9LuaJxL1h2WcLAU4s9Xx8JLq5aiQaZAZlk9+jhbwtRYgMRCEVYduQVzoQC7nx/JCZK1rTwYh/MppTj++jh421vo3F5Q3YCzSaWwsxBikIcNetpbcAIPDYVShTNJpbA0NdIZAgLUQzOabNCL43ri7Vn99O5wxRI5wjMrMcDVGp7tDG1oMAyDT0+mwL2HGdxszbA/Kg9fPjoYxTUS1EsVsDQ1wmCt4Y21xxKxOzwX78/uzx44KuukGP/lJdiYGePcyokorG6En7Nlm9OiNRMtfBwsWj143KnNlzLw1Zk0OFubIPydqTqv+Y2cKrz3VwLWzvFnh1709S8quwoD3W103v8Pjibij9gCnP7fePZ9/zO2gD0x6OdihdP/G48DN/IhFPDxZlNQ72NvjkOvBOHPm4V4NsgbfB4Pn55MwZ4IbgZC2yND3WFqLMD+qDyM6WWP/q7W8LIz79SiaKFAgl+mPQoAePncEciUpuDxgOwNs9k2mv2EPp88PBCPDfdAYXUjDkbnIyanGl88OpgdMs4qr4NcyaBv09DrK3uicSapFA6WQkS/Pw0qFQMer3lo6vPTqYjKrsS+l0azWdF/Kiq7Cj4O5nCyant9I82+xtfBAhffmnRHj5VYKIJErsRwHztklNWhUabEIA8byJUqKFWMQc+JYZh/fVkBsVgMGxubTj9+d+ugqaioCO7u7ggLC0NQUBB7/erVq3HlyhVERnLTxh9++CE++ugjne10RdAEqNcguXy7HI8O84CZsO0PZoNMAalcxS6A19KdfmgPRecjoUCE92b377Qv/J2Kya1GSGIxXp7QCynFYuyJyMWKYD9OLdPF1FJ8dioV3z8xhF0P526olchxMbUMwf2dWw1CWqNZ82lyXyc4WZsiMqsSx+KLMHewG4J62aOwphHiRjlnuFHUIMdHJ5IQl1cDazNjvDOrH0b72kOlYvQGLndCsyu42zs3pYrBqiPx8LG3wBtTdTNR/yaJXImkIjGGeNpy1iUqrGmEmbFAJ3vZFaQKJf6KLcR4P+5QZ2dhGAZKFcNZK45hGByOLkBfFyv4OVtx9j/7IvPw2akUbF88AiN76tbwXL1djn2RefDoYYbnxvXE+eRSpJXWwt3WDC+N99XJlAPq2Zkfn0zGIHcbPDPaG262ZgjytUdcQQ0OR+cjr6oBvRwtUd0gR3KRCAEetmiUK2FpYgShER8NMiXMhQIoVQwKqyrxQp8pAIBXzh+BVGGK354dzll7bt2xROwKz8VgDxs8OdKLXQZlToArHgpw79B3SiJX4s/YQvR0sEBQr39vjSpDKFUMLqWWYYiXrUHr0XUnFDTdgY4GTfdSpokQQu5VnRmsa1TWSWFnIfzHQbtSWY9r19RZofHj6yBXmeqc8P2/vfuPibqO/wD+BOQOTeT4IRyXcgL+oCmQYlzUlBa3hNykdJOQJZThj3DZjEa2krItbuLSrTnXmqCbTdJWumVZ/JCmeEIwyBBkwAgyOTD4HoKI/LjX94++fL5+5IQDPp8TztdjY9L787rP5/P09bk+b+8+n7u+gSGU//U/WLnA85H/Y5DJQ65Jk0Nf0+Tj4wMXFxe0tYnf1mhra4NaPfK2XqVSCaXy8ZqNM8bYeEk9YQL+u7tLDtYmRW6uLg99K5Ox0Tj0Rw4oFApERESgsLBQGLNYLCgsLBS98sQYY4wxNhaHfqUJAHbv3o3k5GSsXLkSkZGROHToEO7cuSPcTTea4Xcub98e/22vjDHG7G9o6A7u/N9Nnrdv34aLy9hf0sscz/B5W+orkBx+0pSQkIBbt25h7969MJlMePrpp3H+/Hn4+Y19q2N393+32M6fP/r3+DDGGJuKNGOXMIfW3d0NDw/pbgpy6AvBJ8tiseDmzZtwd3eX/I6i4YvM//77b4e+yJxzOhbO6Xgel6yc07GMlZOI0N3dDY1GA2dn6a5EcvhXmibD2dkZ8+ZZ/woCqcyZM8ehD+xhnNOxcE7H87hk5ZyOZbScUr7CNMyhLwRnjDHGGJMKT5oYY4wxxmzAk6ZHRKlUIjMz0+E/F4pzOhbO6Xgel6yc07E8qpx8IThjjDHGmA34lSbGGGOMMRvwpIkxxhhjzAY8aWKMMcYYswFPmhhjjDHGbMCTpgk6fPgwFixYADc3N+h0OpSVlY1af/r0aYSEhMDNzQ2hoaH46aefRMuJCHv37oW/vz9mzpwJvV6P+vp6UU1nZyeSkpIwZ84cqFQqbNmyBT09PZJnu5+UOQcGBpCRkYHQ0FA88cQT0Gg02Lx5M27evClax4IFC+Dk5CT6MRgMsuQbJnU/U1JSRmSIjY0V1TyKfgLSZ30w5/BPdna2UDPVe3rt2jVs2LBB2M9Dhw5NaJ19fX1IS0uDt7c3Zs+ejQ0bNqCtrU3KWOPep/vZkjMrKwvPPPMM3N3d4evri1deeQV1dXWimhdeeGFEP7dv3y51NBGpc37yyScjMoSEhIhqHKGf1p57Tk5OSEtLE2qmej+//vprrFq1Cp6envD09IRerx9Rb7dzKLFxy8vLI4VCQTk5OXTt2jVKTU0llUpFbW1tVutLSkrIxcWF9u/fTzU1NfTRRx+Rq6sr/fnnn0KNwWAgDw8POnPmDP3xxx+0bt06CgwMpLt37wo1sbGxFB4eTleuXKGLFy/SwoULKTExcdrkNJvNpNfr6dtvv6Xr16+T0WikyMhIioiIEK1Hq9XSvn37qLW1Vfjp6emZNjmJiJKTkyk2NlaUobOzU7Qee/dTrqz3Z2xtbaWcnBxycnKixsZGoWaq97SsrIzS09Pp5MmTpFar6eDBgxNa5/bt22n+/PlUWFhI5eXl9Oyzz9Jzzz0nV0xZcq5Zs4Zyc3Opurqaqqqq6OWXX6aAgABRv6Kjoyk1NVXUz66uLrliypIzMzOTli5dKspw69YtUY0j9LO9vV2UMT8/nwDQhQsXhJqp3s9NmzbR4cOHqbKykmprayklJYU8PDzoxo0bQo29zqE8aZqAyMhISktLE/57aGiINBoNZWVlWa3fuHEjrV27VjSm0+lo27ZtRERksVhIrVZTdna2sNxsNpNSqaSTJ08SEVFNTQ0BoN9//12o+fnnn8nJyYn++ecfybLdT+qc1pSVlREAam5uFsa0Wq3VJ79c5MiZnJxM8fHxD93mo+gnkX16Gh8fTy+++KJobKr39H4P29ex1mk2m8nV1ZVOnz4t1NTW1hIAMhqNk0jzcHLkfFB7ezsBoN9++00Yi46Opl27dk1klydEjpyZmZkUHh7+0Mc5aj937dpFwcHBZLFYhLHp1E8iosHBQXJ3d6fjx48TkX3Pofz23Dj19/ejoqICer1eGHN2doZer4fRaLT6GKPRKKoHgDVr1gj1TU1NMJlMohoPDw/odDqhxmg0QqVSYeXKlUKNXq+Hs7MzSktLJcs3TI6c1nR1dcHJyQkqlUo0bjAY4O3tjeXLlyM7OxuDg4MTDzMKOXMWFxfD19cXS5YswY4dO9DR0SFahz37Cdinp21tbTh37hy2bNkyYtlU7qkU66yoqMDAwICoJiQkBAEBARPe7mT3SQpdXV0AAC8vL9H4N998Ax8fHyxbtgx79uxBb2+vZNu8n5w56+vrodFoEBQUhKSkJLS0tAjLHLGf/f39OHHiBN58880RX0I/nfrZ29uLgYEB4Zi05zmUv7B3nP79918MDQ3Bz89PNO7n54fr169bfYzJZLJabzKZhOXDY6PV+Pr6ipbPmDEDXl5eQo2U5Mj5oL6+PmRkZCAxMVH0hYvvvPMOVqxYAS8vL1y+fBl79uxBa2srvvjii0mmGkmunLGxsVi/fj0CAwPR2NiIDz/8EHFxcTAajXBxcbF7PwH79PT48eNwd3fH+vXrReNTvadSrNNkMkGhUIz4B8Bof1+TIUfOB1ksFrz77rt4/vnnsWzZMmF806ZN0Gq10Gg0uHr1KjIyMlBXV4fvv/9eku3eT66cOp0Ox44dw5IlS9Da2opPP/0Uq1atQnV1Ndzd3R2yn2fOnIHZbEZKSopofLr1MyMjAxqNRpgk2fMcypMm9kgMDAxg48aNICIcOXJEtGz37t3C72FhYVAoFNi2bRuysrKmzVcDvPbaa8LvoaGhCAsLQ3BwMIqLixETE/MI90xeOTk5SEpKgpubm2jcEXr6OEpLS0N1dTUuXbokGt+6davwe2hoKPz9/RETE4PGxkYEBwfbezcnJC4uTvg9LCwMOp0OWq0Wp06dsvpKqSM4evQo4uLioNFoROPTqZ8GgwF5eXkoLi4e8f8Ze+C358bJx8cHLi4uI+6gaGtrg1qttvoYtVo9av3wn2PVtLe3i5YPDg6is7PzodudDDlyDhueMDU3NyM/P1/0KpM1Op0Og4OD+Ouvv8YfZAxy5rxfUFAQfHx80NDQIKzDnv0E5M968eJF1NXV4a233hpzX6ZaT6VYp1qtRn9/P8xms2Tbnew+TcbOnTvx448/4sKFC5g3b96otTqdDgCE41tKcuccplKpsHjxYtFz1JH62dzcjIKCApufn8DU6+eBAwdgMBjw66+/IiwsTBi35zmUJ03jpFAoEBERgcLCQmHMYrGgsLAQUVFRVh8TFRUlqgeA/Px8oT4wMBBqtVpUc/v2bZSWlgo1UVFRMJvNqKioEGqKiopgsViEA1xKcuQE/n/CVF9fj4KCAnh7e4+5L1VVVXB2dh7x0qoU5Mr5oBs3bqCjowP+/v7COuzZT0D+rEePHkVERATCw8PH3Jep1lMp1hkREQFXV1dRTV1dHVpaWia83cnu00QQEXbu3IkffvgBRUVFCAwMHPMxVVVVACAc31KSK+eDenp60NjYKGRwlH4Oy83Nha+vL9auXTtm7VTs5/79+/HZZ5/h/PnzouuSADufQ22+ZJwJ8vLySKlU0rFjx6impoa2bt1KKpWKTCYTERG9/vrr9MEHHwj1JSUlNGPGDDpw4ADV1tZSZmam1Y8cUKlUdPbsWbp69SrFx8dbvV1y+fLlVFpaSpcuXaJFixbJ/pEDUubs7++ndevW0bx586iqqkp0e+u9e/eIiOjy5ct08OBBqqqqosbGRjpx4gTNnTuXNm/ePG1ydnd3U3p6OhmNRmpqaqKCggJasWIFLVq0iPr6+oT12LufcmQd1tXVRbNmzaIjR46M2OZ06Om9e/eosrKSKisryd/fn9LT06myspLq6+ttXifRf7eoBwQEUFFREZWXl1NUVBRFRUVNq5w7duwgDw8PKi4uFj1He3t7iYiooaGB9u3bR+Xl5dTU1ERnz56loKAgWr169bTK+d5771FxcTE1NTVRSUkJ6fV68vHxofb2dqHGEfpJ9N/daQEBAZSRkTFim9OhnwaDgRQKBX333XeiY7K7u1tUY49zKE+aJujLL7+kgIAAUigUFBkZSVeuXBGWRUdHU3Jysqj+1KlTtHjxYlIoFLR06VI6d+6caLnFYqGPP/6Y/Pz8SKlUUkxMDNXV1YlqOjo6KDExkWbPnk1z5syhN954Q3TQyEHKnE1NTQTA6s/wZ4ZUVFSQTqcjDw8PcnNzo6eeeoo+//xz0WRjqufs7e2ll156iebOnUuurq6k1WopNTVVdHIlejT9JJL+2CUi+uqrr2jmzJlkNptHLJsOPX3YsRkdHW3zOomI7t69S2+//TZ5enrSrFmz6NVXX6XW1lY5Y0qe82HP0dzcXCIiamlpodWrV5OXlxcplUpauHAhvf/++7J+ro8cORMSEsjf358UCgU9+eSTlJCQQA0NDaJtOkI/iYh++eUXAjDinEI0Pfqp1Wqt5szMzBRq7HUOdSIisv11KcYYY4yxxxNf08QYY4wxZgOeNDHGGGOM2YAnTYwxxhhjNuBJE2OMMcaYDXjSxBhjjDFmA540McYYY4zZgCdNjDHGGGM24EkTY4wxxpgNeNLEGGOMMWYDnjQxxhhjjNmAJ02MMcYYYzbgSRNjjDHGmA3+Fy+sQHpzkSovAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# optimized correlation with decimation, performed with integers\n",
    "\n",
    "dec_factor = 8\n",
    "FFT_LEN=256\n",
    "waveform2 = scipy.signal.decimate(waveform, dec_factor, ftype='fir')\n",
    "waveform2 /= max(waveform2.real.max(), waveform2.imag.max())\n",
    "waveform2 *= 2**7\n",
    "waveform2 = waveform2.real.astype(int) + 1j*waveform2.imag.astype(int)\n",
    "\n",
    "peak_value = np.zeros(3)\n",
    "peak_index = np.zeros(3, 'int')\n",
    "fig, axs = plt.subplots(3, 1, facecolor='w', sharex=True, sharey=True)\n",
    "for current_NID2 in np.arange(3, dtype='int'):\n",
    "    PSS = np.zeros(FFT_LEN, 'complex')\n",
    "    PSS[64:64+127] = nrPSS(current_NID2)\n",
    "    refWaveform = np.fft.ifft(np.fft.fftshift(PSS))\n",
    "    refWaveform /= max(refWaveform.real.max(), refWaveform.imag.max())\n",
    "    refWaveform *= 2**7\n",
    "    refWaveform = refWaveform.real.astype(int) + 1j*refWaveform.imag.astype(int)\n",
    "    temp = scipy.signal.correlate(waveform2[:1000], refWaveform, 'valid')  # correlate over 1000 samples\n",
    "    peak_index[current_NID2] = np.argmax(np.abs(temp))\n",
    "    peak_value[current_NID2] = np.abs(temp[peak_index[current_NID2]])\n",
    "    t_corr = np.arange(temp.shape[0])/(fs/dec_factor)*1e3\n",
    "    axs[current_NID2].plot(t_corr, np.abs(temp))\n",
    "detected_NID2 = np.argmax(peak_value)\n",
    "\n",
    "axs[detected_NID2].axvline(x = t_corr[peak_index[detected_NID2]], color = 'y', linestyle = '--', label = 'axvline - full height')\n",
    "print(f'detected NID2 is {detected_NID2}')\n",
    "print(f'max correlation is {peak_value[detected_NID2]} at {peak_index[detected_NID2] + FFT_LEN}')\n",
    "# np.abs(np.dot(refWaveform.conj(), waveform2[peak_index[detected_NID2] :][:128]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start_pos for SSB1 is 842\n",
      "start_pos for SSB2 is 1116\n",
      "-10736.0 1125.0\n",
      "-11134.0 7896.0\n",
      "-2845.0 4610.0\n",
      "-1361.0 -5827.0\n",
      "-8695.0 -1155.0\n",
      "-11014.0 -14284.0\n",
      "16222.0 -5565.0\n",
      "6398.0 -4819.0\n",
      "8112.0 -17177.0\n",
      "-982.0 2591.0\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "FFT_LEN = 256\n",
    "cp1 = 18\n",
    "waveform2 = scipy.signal.decimate(waveform, dec_factor, ftype='fir')\n",
    "waveform2 /= max(waveform2.real.max(), waveform2.imag.max())\n",
    "waveform2 *= ((2**15) - 1)\n",
    "waveform2 = waveform2.real.astype(int) + 1j*waveform2.imag.astype(int)\n",
    "start_pos = 842\n",
    "print(f'start_pos for SSB1 is {start_pos}')\n",
    "SSB1 = waveform2[start_pos:][:FFT_LEN]\n",
    "SSB1_fd = np.fft.fftshift(np.fft.fft(SSB1))\n",
    "\n",
    "start_pos =842 + FFT_LEN + 18\n",
    "print(f'start_pos for SSB2 is {start_pos}')\n",
    "SSB2 = waveform2[start_pos:][:FFT_LEN]\n",
    "SSB2_fd = np.fft.fftshift(np.fft.fft(SSB2))\n",
    "\n",
    "plt.plot(np.abs(SSB1_fd))\n",
    "plt.plot(np.abs(SSB2_fd))\n",
    "\n",
    "np.save(\"SSB1.npy\", SSB1)\n",
    "np.save(\"SSB2.npy\", SSB2)\n",
    "\n",
    "for i in range(10):\n",
    "    print(f'{waveform2[start_pos:][i].real} {waveform2[start_pos:][i].imag}')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.6"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
